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- Letting AI Actively Manage Its Own Context | 明天的乌云
- Garden Offices for Sale UK - Portable Space
- Cord: Coordinating Trees of AI Agents | June Kim
- Style tips for less experienced developers coding with AI · honnibal.dev
- Haskell for all: Beyond agentic coding
- March 03, 2026
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🔗 r/reverseengineering Downland Unearthed Final: Porting The Game To Over A Dozen Platforms rss
submitted by /u/r_retrohacking_mod2
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🔗 Hex-Rays Blog 2026 Product Direction & Priorities rss
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🔗 vercel-labs/agent-browser v0.15.3 release
Patch Changes
62241b5: Fixed Windows compatibility issues including proper handling of extended-length path prefixes from canonicalize(), prevention of MSYS/Git Bash path translation that could mangle arguments, and improved daemon startup reliability. Also added ARM64 Windows support in postinstall shims and expanded CI testing with a full daemon lifecycle test on Windows.
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🔗 r/Leeds Where can I go in Leeds to see/smell flowers? rss
I know this sounds like a bit of a weird request but seeing flowers makes me so happy, and I was thinking the other day I know what lilacs and violets smell like in perfume, but I've never smelled real ones.
It doesn't have to be those ones specifically, just looking for places I can go this spring/summer to enjoy flowers. It can be parks/garden centres that don't mind strange women loitering/woods with wildflowers - any recommendations welcome!
I did go wildflower picking at kemps farm a couple of years ago which was beautiful and I will go again but thats a few months away yet.
I live near-ish Hyde Park (the crocuses are out there!). I don't have a car, accessible by public transport would be ideal but I could uber.
submitted by /u/Scared_Platypus8286
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🔗 r/Harrogate New to UK- looking for friend ship groups and social events rss
Hi, I am 30 years old and I moved from Austria to Leeds after getting married 1.5 years ago and it has been very difficult for me to get adjusted. Despite being here for so long, I still have no friend groups or social groups I can regularly go to and create nice meaningful friendships. I feel very lonely here and I would like to find like-minded people to hang out with and just have a nice social circle like I used to in Austria. Can someone give me some advice how to do that because apps like bumble bff and Meetup kind of don’t work for me. I am into hiking mountain biking, sort of sports like badminton, paddle.
submitted by /u/Content_Accident_481
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🔗 kieler/elkjs 0.11.1 release
Release based on 28e5173243cab0cf4e2c9816c803bc0d5c47ab24 at ELK master.
This patch is a security release.
Full Changelog :
0.11.0...0.11.1 -
🔗 r/reverseengineering [Tool Release] DLLHijackHunter - Automated DLL hijacking detection with canary confirmation rss
submitted by /u/Jayendra_J
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🔗 r/Leeds Waste collection complaint - am I being a Karen? rss
I live in LS9 and the binmen have this habit of filling up 2/3 bins on the street with the rest of the street's rubbish, instead of putting each bin individually on the truck.
I know it sounds uptight, bigger problems in the world etc but I personally don't appreciate my bin being filled with other people's cr@p (literally, I now have litter tray remnants in my bin from the neighbours who have pets). They also often leave behind smaller bags or split bags due their manhandling, leaving litter everywhere.
I asked a bin man to stop once and just put my bin on the truck so it's emptied properly and he got aggressive. I sent the ring doorbell footage to the council who actioned it and asked if I wanted him to be sacked. I said no but that I didn't want him on the street again. That lasted 3mos and he's now back, pulling the same cr@p.
I'm not sure why a simple task is being overcomplicated. I get people don't sort their rubbish properly but I'm not one of them. I probably put my bin out once a month (live alone, diligent with recycling) so it's annoying that the council can't even get that right.
submitted by /u/Lubz3
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🔗 r/york Looking for Community rss
I moved in with my boyfriend almost 2 years ago and he moved here 3-4. We were talking the other day that we need to find a community and some friends.
We both grew up in small villages and his used to have lots on regularly for people of all ages (think scarecrow trails, board game nights, etc). I think he misses it. I know there’s loads on in the centre but we’d like to get together with people in our area.
Any advice or info? Holgate based. Thank you!
submitted by /u/readyforthemagic
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🔗 r/york York station commuter car park rss
| How do you actually enter it with the works on Leeman road? Do you have to enter from the staff car park end? I’m pretty sure it is open? Can anyone help? submitted by /u/Icy-Commercial-1518
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🔗 r/wiesbaden Wo kann man Abends nett was essen und auch länger sitzen? rss
Moin zusammen,
ein Kollege und ich sind Mitte März für zwei Tage dienstlich in Wiesbaden. Leider haben wir nicht das selbe Hotel bekommen, so dass wir jetzt ein Lokal suchen wo wir Abends nach der Messe etwas essen können und dann auch ungestört ein paar Runden Magic the Gathering spielen können. Kleine Tische wäre also eher unpassend.
Habt ihr da vllt Empfehlungen in Innenstadtnähe?
submitted by /u/fDiKmoro
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🔗 r/reverseengineering SHA-3 INVERTED PREIMAGE rss
submitted by /u/No_Arachnid_5563
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🔗 r/reverseengineering Dealing with a modified UPX variant in DvdShrink - Quick Unpacking Walkthrough rss
submitted by /u/AcizBirKulKadir
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🔗 facebookresearch/faiss v1.14.0 release
[1.14.0] - 2026-03-02
Added
- Add PEP 561 Python type stubs for the faiss package (#4840)
- Add conda-forge channel to INSTALL.md install commands (#4819)
- Add post_init_hook call to Python init (#4795)
- Add ARM SVE support for distance functions (#4798)
- Add Dynamic Dispatch OSS CI workflow (#4779)
- Add IndexFlatIPPanorama (#4787)
- Add benchmark to measure the ResultHandler overhead (#4778)
- Demo for a diversity filter (#4765)
- Add SVS binary size comparison demo and documentation (#4777)
- Add InvertedListScanner support for IndexIVFRaBitQFastScan (#4760)
- Add comprehensive ScalarQuantizer correctness tests (#4766)
- add IDSelector for knn_extra_metrics() (#4753)
- Add early stopping to k-means clustering (#4741)
- Add k-means++ and AFK-MC² centroid initialization methods (#4740)
Changed
- ScalarQuantizer: refactor SIMDWIDTH int → SIMDLevel enum (#4838)
- Fold IndexIVFPQ scanner helpers into templatized lambdas (#4836)
- Temporarily disable RaBitQ FastScan from backward compatibility test (#4841)
- Eliminate flat_storage by embedding auxiliary data in SIMD blocks (#4816)
- Rework PQ code distance for Dynamic Dispatch (#4808)
- fbcode/faiss/impl (#4832)
- fbcode/faiss/utils/simd_impl (#4833)
- fbcode/faiss/IndexFlat.cpp (#4831)
- fbcode/faiss (#4829)
- Implement distance_to_code for IVFRaBitQFastScanScanner (#4822)
- distance_to_code for IVFPQFastScan invertedlistscanner (#4821)
- Make dispatch_VectorDistance more compact (#4820)
- Update callers to use read_index_up API (#4818)
- fbcode/faiss/utils/simd_impl/distances_avx2.cpp (#4813)
- fbcode/faiss/impl/PolysemousTraining.cpp (#4814)
- fbcode/faiss/utils/sorting.cpp (#4815)
- VisitedTable -> unordered_set if ntotal is large (#4735)
- resulthandlers with AVX512 (#4806)
- put dispatch one level above (#4802)
- dynamic dispatch distances_simd (#4781)
- Introduce Dynamic Dispatch infrastructure with SIMDConfig (#4780)
- make runtime template selection more compact (#4793)
- support SearchParameters for IndexBinary (#4761)
- Support sharding of RaBitQ indices (#4790)
- Refactor ScalarQuantizer headers to use SIMD wrapper types (#4772)
- Split ScalarQuantizer.cpp into modular headers (NOOP) (#4786)
- Move factory_tools to main library and fix unaligned SIMD store (#4782)
- inline scanning code for fast distance computations (#4785)
- Enable Faiss for internal use (#4737)
- Address review comments on SQ correctness tests (#4771)
- Enable use of svs runtime conda package instead of tarball (#4747)
- generic result handlers for most indexes (#4762)
- Use nth_element for median computation in IndexLSH (#4653)
- Change default qb from 0 to 4 in RaBitQ indexes (#4757)
- Move reorder_2_heaps() into Heap.h (#4752)
- Improve naming due to codemod. simd_result_handlers (#4351)
- Dot Product Support Similarity Metric for IndexIVFFlatPanorama (#4732)
- Panorama Refactor and Code Cleanup (#4728)
- Update serialization backwards compatibility test with panorama and rabitq (#4736)
Fixed
- Additional index deserialization validation (#4844)
- Validate HNSW levels array entries during deserialization (#4827)
- Additional memory exception handling fixes for index_read.cpp (#4837)
- Catch attempts to deserialize undefined MetricTypes (#4823)
- BlockInvertedListsIOHook::read(): Don't leak on exception. (#4824)
- Harden ZnSphere lattice codec against invalid parameters (#4826)
- Validate n_levels > 0 in Panorama (#4825)
- Additional hardening of index load path (#4817)
- Deploy std::unique_ptr<> in index_read.cpp for exception safety (#4809)
- Fix to graph deserialization (#4812)
- Harden deserialization against integer overflow and buffer overflows (#4811)
- Fix CMake/Buck build discrepancies (#4807)
- Fix NSG off-by-one neighbor ID check (#4804)
- Fix CMake static targets missing SIMD sources and definitions (#4800)
- Enable -Wstring-conversion in faiss/PACKAGE +1
- Fix backward compat CI: use isolated conda environments (#4799)
- Fix string-conversion issue in faiss/impl/lattice_Zn.cpp +1 (#4794)
- Fix build pr 4761 (#4792)
- Fix: Remove -Wignored-attributes warning in mapped_io.cpp (#4775)
- Fix string-conversion issue in faiss/IndexHNSW.cpp
- Fix: Remove -Wswitch-unreachable warning in generic-inl.h (#4776)
- Fix string-conversion issue in faiss/invlists/OnDiskInvertedLists.cpp +5 (#4791)
- Fix OSX arm64 nightly by disabling hidden visibility on macOS (#4789)
- Fix FindMKL.cmake to detect Intel oneAPI MKL (2021+) (#4769)
- Fix lint errors in SVS integration code (#4774)
- Fix typos in demos, benchs, and other directories (#4743)
- Fix weak external symbol leakage (#4758)
- Fix compilation on macOS ARM64: Use faiss::idx_t instead of long test_hamming (#4755)
- Fix multi-bit RaBitQ IP metric filtering and f_add_ex computation (#4754)
- Fix IP metric distance computation in multi-bit RaBitQ (#4751)
- Reduce memory usage in timeout callback tests (#4745)
- Fix c++20 compilation in OSS Faiss for OSX ARM64 (#4733)
Deprecated
- Remove deprecated RAFT headers (#4731)
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🔗 r/LocalLLaMA Qwen 2.5 -> 3 -> 3.5, smallest models. Incredible improvement over the generations. rss
| You might argue Qwen 3.5 is the best because it's 0.8B, but I'm pretty sure a significant part of that is the vision encoder and the language model itself is smaller. submitted by /u/airbus_a360_when
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- March 02, 2026
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🔗 IDA Plugin Updates IDA Plugin Updates on 2026-03-02 rss
IDA Plugin Updates on 2026-03-02
New Releases:
Activity:
- capa
- config-extractors
- 6b0ea7b9: added GodRAT config extractor
- DriverBuddy-7.4-plus
- 4023d466: Sync trigger-all-repos.yml from .github repo
- f519bed8: Sync auto-advance-ball.yml from .github repo
- d6e9ccb8: Sync auto-sec-scan.yml from .github repo
- fc90599f: Sync auto-complete-cicd-review.yml from .github repo
- a4ae0daf: Sync auto-assign-copilot.yml from .github repo
- ddb491a6: Sync auto-tag-based-review.yml from .github repo
- 43910843: Sync auto-close-issues.yml from .github repo
- 536d322e: Sync workflows-sync-template-backup.yml from .github repo
- 21bdf33e: Sync auto-copilot-code-cleanliness-review.yml from .github repo
- 762b1957: Sync auto-copilot-playwright-auto-test.yml from .github repo
- 825b4cfb: Sync auto-llm-issue-review.yml from .github repo
- d2d64f35: Sync auto-copilot-test-review-playwright.yml from .github repo
- 3b0ce877: Sync auto-copilot-org-playwright-loopv2.yml from .github repo
- 0bcf6b7b: Sync auto-assign-pr.yml from .github repo
- 3d40d0fb: Sync auto-label-comment-prs.yml from .github repo
- 06d4ceb7: Sync auto-llm-pr-review.yml from .github repo
- 4224c870: Sync swarm-mode.yml from .github repo
- 5d742a7d: Sync auto-gpt5-implementation.yml from .github repo
- 644b0003: Sync auto-copilot-org-playwright-loopv2.yaml from .github repo
- 312abaab: Sync auto-copilot-functionality-docs-review.yml from .github repo
- ghidra
- ida-domain
- 9f6bc505: bump idapro to 0.0.7
- ida-multi-mcp
- c4ce4f5b: Add comprehensive test suite: 134 new tests across 12 files
- 75e7e1b9: Security hardening round 3: fix SyntaxError, harden HTTP and SSE
- c4a44450: Security hardening round 2: batch limits, vendor sync, sandbox fixes
- 61f877c6: Comprehensive security hardening across 17 files (42 vulnerabilities)
- idaguides
- 2b0a20fc: fixed: plugin name for hexrays repo indexer
- IDAssist
- IDAssistMCP
- msc-thesis-LLMs-to-rank-decompilers
- 51362a40: upd
- python-elpida_core.py
- 9494b4a2: Fix POLIS civic round 2: Oracle constructor, civic memory path, bridg…
- 6bdc594b: Fix D15 broadcast + Polis civic pipeline — 9 blockers resolved
- 48931025: Checkpoint V3: First autonomous cloud run validated - MIND 83,568 pat…
- d51c9077: Close autonomous loop: register ECS task def, add pull_critical_memor…
- c48e054a: BODY analysis: 536 cycles, 2 constitutional conventions, avatar fix, …
- 622af893: Feed cross-platform findings into MIND: critical memory injection fix…
- 0a75c61a: Add DeepSeek response — lowest engagement, signed as Claude (identity…
- d6a8cb0f: Cross-platform LLM analysis: 7 responses (GPT-5, Gemini, Grok, Perple…
- unflat
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🔗 vercel-labs/agent-browser v0.15.2 release
Patch Changes
6aea316: Documentation site improvements and internal tooling updates including enhanced code blocks, mobile navigation, and docs chat components. CLI connection and output handling refinements. Skill creator reference documentation and scripts have been reorganized.
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🔗 badlogic/pi-mono v0.55.4 release
New Features
- Runtime tool registration now applies immediately in active sessions. Tools registered via
pi.registerTool()after startup are available topi.getAllTools()and the LLM without/reload(docs/extensions.md, examples/extensions/dynamic-tools.ts, #1720). - Tool definitions can customize the default system prompt with
promptSnippet(Available tools) andpromptGuidelines(Guidelines) while the tool is active (docs/extensions.md, #1720). - Custom tool renderers can suppress transcript output without leaving extra spacing or empty transcript footprint in interactive rendering (docs/extensions.md, #1719).
Added
- Added optional
promptSnippettoToolDefinitionfor one-line entries in the default system prompt'sAvailable toolssection. Active extension tools appear there when registered and active (#1237 by @semtexzv). - Added optional
promptGuidelinestoToolDefinitionso active tools can append tool-specific bullets to the default system promptGuidelinessection (#1720).
Fixed
- Fixed
pi.registerTool()dynamic registration after session initialization. Tools registered insession_startand later handlers now refresh immediately, become active, and are visible to the LLM without/reload(#1720) - Fixed session message persistence ordering by serializing
AgentSessionevent processing, preventingtoolResultentries from being written before their corresponding assistant tool-call messages when extension handlers are asynchronous (#1717) - Fixed spacing artifacts when custom tool renderers intentionally suppress per-call transcript output, including extra blank rows in interactive streaming and non-zero transcript footprint for empty custom renders (#1719 by @alasano)
- Fixed
session.prompt()returning before retry completion by creating the retry promise synchronously atagent_enddispatch, which closes a race when earlier queued event handlers are async (#1726 by @pasky)
- Runtime tool registration now applies immediately in active sessions. Tools registered via
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🔗 r/Yorkshire Do you want a free Bluitt gas bottle and live near York? rss
OK... so weird one.
I was arrested in North Yorkshire over Christmas. No charges, total waste of police time... however, as I was being processed I had a Bluitt stove and two gas bottles in my rucksack... which I forgot to check for until after I landed back in Wales.
They agreed to move it all from Scarborough into the most accessible police station in North Yorkshire... which was York, it seems
So, now my stove is in York and I am in Cardiff.
If I tell York police station who is collecting it, they'll hand it over but they won't post it - and they wont remove the stove from its bottle.
Anyway. Anyone want to pick up my stove please? There's a spare gas bottle in it for you.
submitted by /u/ChuckStone
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🔗 r/Leeds My friends, what are some recommended food spots for solo outing in the inner city? rss
I live in outer leeds and love to walk around the city centre, wondering if anyone has any good recommendations just for exploration and food tourism I suppose!
submitted by /u/BenjiD123
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🔗 r/wiesbaden Knit & Meet rss
Ihr hattet Lust auf ein besonderes KNIT&MEET Format – und wir auch 🤍
Deshalb: SAVE THE DATE
KNIT&MEET Special Community Evening ✨
Mehr als ein offenes Stricktreffen.
Ein kuratierter Abend im LX Café – mit portugiesischen Vibes und einem liebevoll gestalteten Special-Programm.
✨ Wir starten mit einem interaktiven Kennenlernen und euren Work-in-Progress- Projekten.
🧶 Danach geht es in entspannte Strickzeit über – mit wechselnden Strickecken, damit ihr neue Strickmäuse trefft und echte Strickbuddies findet.
☕ Raum für gute Gespräche, Inspiration und diese besondere Knit&Meet- Atmosphäre.
Zum Auftakt unseres ersten Specials gibt es ein kleines Extra:
Ein leckeres Getränk eurer Wahl ist im Ticket inklusive 🤍
submitted by /u/Helpful-Distance-105
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🔗 r/york York Council - potholes! rss
Hi all,
Not a moan, just a query.
Used to live in West Lancs where the roads were even worse than here. There was a very easy protocol for making a claim for damages caused by potholes.
Does anybody know if there is the same here? I hit one this morning on my way to work, £180 later I have a new tyre and fresh tracking.
I’ve done the google think but not gotten very far, I’d rather have something electronic to submit rather than their generic “third party insurance” claim.
Thanks in advance!
submitted by /u/TsaangyJ
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🔗 r/wiesbaden Fotograf*in im Frankfurt/Rhein-Main gesucht rss
submitted by /u/oz_Racing
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🔗 r/york Places with live music Friday/saturday night rss
Visiting one weekend soon, just wondering if there’s any bars/pubs that put on live music around the centre? Thanks in advance
submitted by /u/Puzzled-Quail2076
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🔗 News Minimalist Project update + 8 news stories rss
Hey everyone, I have a small project update - you can read it after the news.
In the last 3 days Gemini read 87507 top news stories. After removing previously covered events, there are 8 articles with a significance score over 5.5.

[6.1] US and Israel target Iran's leadership, risking prolonged regional war —theconversation.com(+3100)
Joint US-Israeli strikes killing Iranian Supreme Leader Ayatollah Ali Khamenei have triggered retaliatory attacks and plunged the Middle East into open warfare, heightening fears of a prolonged regional conflict.
President Donald Trump and Prime Minister Benjamin Netanyahu aim for regime change, but Tehran has activated succession plans and its Revolutionary Guard. Iran's retaliation includes strikes on regional bases and threats to block the strategic Strait of Hormuz energy corridor.
This escalation follows stalled nuclear talks and risks severe global economic disruption. Despite domestic unrest, the Iranian regime’s entrenched security apparatus remains loyal, suggesting any potential collapse will be fiercely contested.
[5.7] OpenAI partners with Pentagon to deploy AI models on classified networks —cnbc.com(+153)
OpenAI has reached an agreement to deploy its artificial intelligence models within the Pentagon's classified networks, shortly after the Trump administration blacklisted rival developer Anthropic as a national security risk.
The contract includes safeguards prohibiting domestic mass surveillance and fully autonomous weapons. It follows Defense Secretary Pete Hegseth’s designation of rival Anthropic as a national security risk after negotiations regarding model usage restrictions and military requirements collapsed earlier that day.
Anthropic expressed disappointment and plans to legally challenge its blacklisting. Meanwhile, OpenAI will deploy personnel to assist the military with technical safeguards, urging the government to offer similar terms to other developers.
Highly covered news with significance over 5.5
[6.1] OpenAI raises $110 billion from Amazon, NVIDIA, and SoftBank, reaching $730 billion valuation — engadget.com (+28)
[6.1] Russia accepts US plan for Ukraine security guarantees — usnews.com (+11)
[6.3] European regulators endorse Sanofi's simpler sleeping sickness pill for use in Congo and other African nations — apnews.com (+3)
[5.9] A virus hiding inside bacteria may help explain colorectal cancer — theconversation.com (+3)
[5.6] Nasa delays Artemis III moon landing to 2028 — theguardian.com (+35)
[6.4] Brain cells on a chip learn to play Doom — newscientist.com (+4)
Project update
You might have already noticed that I changed the first sentence of the newsletter: Gemini replaced ChatGPT.
This is not a new change. I replaced the model doing the scoring back in summer 2025, when Google released Gemini 2.5 Pro - the best model at that time. The scoring has been working on that model ever since.
I was hesitant about changing the headline though. “Today ChatGPT read 30k articles…” was the first sentence people read when they saw my project and changing it to a generic “LLM” or hated “AI” or just any other less known model felt like shooting myself in the foot.
Plus, the non-technical people I knew kept saying “I asked ChatGPT …” even when they used any other model - it became sort of like “googling” in Bing. And I went along with it.
But after the recent events with the Pentagon and OpenAI I think it’s time for me to stop reinforcing the “mind monopoly”, and start giving credit to tools that actually do the job.
It’s a small change, but I think an important one.
Thank you for reading, as always.
— Vadim
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🔗 r/Leeds Being sent to a business trip to your lovely city. What shall I see? :) rss
First time in Leeds. Happy to take any recommendations. You name your favourite place. :) especially around the edge of town circled? But if nothing there I can walk towards the centre too.
submitted by /u/underrated_prunes
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🔗 r/york Looking for mates into metal rss
Sorry if this not what this group is for but I’ve just moved to York for a few months (21m) and am looking for mates who are into metal to go to gigs with. Also any recs for bars or venues or any upcoming gigs would be hugely appreciated. Many thanks!
submitted by /u/Budget_Drama_4801
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🔗 r/reverseengineering Hooking .NET Managed Code rss
submitted by /u/Lerato99
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🔗 r/wiesbaden Wir sind Moira und Daniel, Spitzenkandidierende für Volt Wiesbaden. Kommunalwahl steht an – Ask us Anything! rss
Hi Wiesbaden ⚜️
wir sind Moira Lüttich und Daniel Weber. Wir kandidieren für Volt Wiesbaden bei der Kommunalwahl am 15. März 2026. Und weil wir finden, dass Politik nahbar sein muss, stehen wir euch hier Rede und Antwort.
Wir freuen uns, eure Fragen am Donnerstag (5.3.) ab 17 Uhr zu beantworten.
Banner für das Ask me Anything von Moira und Daniel
Wer sind wir?
- Moira (33): Zweifache Mama und Sozialarbeiterin in der Akutpsychiatrie und seit April Vorsitzende von Volt Wiesbaden. In meinem Berufsalltag sehe ich, wo Menschen in unserer Stadt durchs Raster fallen – genau da will ich politisch ansetzen: sozial gerecht, pragmatisch und mit einem klaren Blick für die Realität.
- Daniel (37): Stadtverordneter seit 2021 und beruflich im Praxismanagement tätig. Ich kenne die bürokratischen Hürden im Rathaus und arbeite daran, sie mit pragmatischen Lösungen und klarer Kommunikation abzubauen.
Link, um unsere Identität zu bestätigen: volt.link/wiesbaden
submitted by /u/volt-wiesbaden
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🔗 r/wiesbaden Ein echtes Restaurant = 3 virtuelle Restaurants rss
submitted by /u/BabaJoe
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🔗 r/reverseengineering carlossless - An Interesting Find: STM32 RDP1 Decryptor rss
submitted by /u/tnavda
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🔗 r/Leeds Eastgate tallesf building proposal: Leeds first skyscraper? rss
Could Leeds be about to get its first skyscaper (150m plus?). Suggestion it will feature the cities tallest building. Cirrus point which I think they mean to reference is 135ms. Rest of the plan sounds quite interesting, huge foodhall at templar works. Anyone have an intel they can share..?
Leeds’ Eastgate development to feature the city’s ‘largest’ building | Insider Media https://share.google/vNQC4AD91FjWMtPB5
submitted by /u/CompleteTower1606
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🔗 r/wiesbaden Windeln spenden, wo? rss
Hallo Wiesbadener,
aufgrund viel zu großzüger Gesxhenke zur Geburt haben wir nun einen Übervorrat an Windeln (Lilidoo, Größe 1 und 2) und unser Nachwuchs ist bereits rausgewachsen.
Habt ihr eine Idee, welche konkrete Einrichtung hierfür Verwendung hätte?
submitted by /u/Jolly_Comfortable969
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🔗 r/Yorkshire My home in the Moors🙂 rss
| submitted by /u/usurper001
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🔗 r/Yorkshire Anyone in Harrogate had a dental implant? Was it worth it? rss
Bit of a personal one… I lost a molar a couple of years ago and never got around to fixing it. You can’t see it when I smile, but I definitely feel the gap when I eat, and my bite’s starting to feel a bit off.
I’ve heard implants are the “proper” fix, but I have no idea what it actually involves or how painful it is. Also a bit nervous about the cost, to be honest.
Has anyone in Harrogate had one done locally? Did you feel it was worth it in the long run? Really interested in hearing real experiences rather than just what pops up on Google
submitted by /u/Weird_Perception1728
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🔗 r/Harrogate Carpets and flooring fitters rss
Hi all, any recommendations for carpet fitters and flooring fitters (LVT or laminate) would be great! Thanks
submitted by /u/Comfortable-One1412
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🔗 r/Yorkshire If you had to pick one - Robin Hood’s Bay or Staithes? rss
Hello friends. My wife and I will be in York for a full day in early May and a good portion of the next day. We want to use the full day to experience York with proper diligence (although we are aware we could easily spend more time here as well). We want to use the shorter day to experience some coastal charm in North Yorkshire. The big catch is we would be relying on public transit or taxis because we come from a country with right side traffic.
We are completely committed to an early rise (~6:00am) and an early train ride. The only catch is we’d likely need to be back in York around 3:00-4:00pm (15:00-16:00) or so for prior commitments. We know it will be a packed day. The question is which one would you pick, or would you pick something else entirely (e.g., Whitby, Haworth even though it’s inland)? Or would you try to perhaps couple them? We are okay with the cost of taxis between the coastal villages since they’re relatively close by, so time is the only limiting factor.
Thanks you all for the insight!
submitted by /u/vorp20
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🔗 r/LocalLLaMA Visualizing All Qwen 3.5 vs Qwen 3 Benchmarks rss
| I averaged out the official scores from today’s and last week's release pages to get a quick look at how the new models stack up.- Purple/Blue/Cyan: New Qwen3.5 models
- Orange/Yellow: Older Qwen3 models
The choice of Qwen3 models is simply based on which ones Qwen included in their new comparisons. The bars are sorted in the same order as they are listed in the legend, so if the colors are too difficult to parse, you can just compare the positions. Some bars are missing for the smaller models because data wasn't provided for every category, but this should give you a general gist of the performance differences! EDIT: Raw data (Google Sheet) submitted by /u/Jobus_
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🔗 sacha chua :: living an awesome life 2026-03-02 Emacs news rss
Hello folks! Last month's Emacs Carnival about completion had 17 posts (nice!), and Philip Kaludercic is hosting this month's Emacs Carnival: Mistakes and Misconceptions. Looking forward to reading your thoughts!
- Upcoming events (iCal file, Org):
- Emacs.si (in person): Emacs.si meetup #3 2026 (v #živo) https://dogodki.kompot.si/events/3147760f-1a8b-4996-9b3c-2773d7d360ca Mon Mar 2 1900 CET
- Emacs Paris: S: Emacs workshop in Paris (online) https://emacs-doctor.com/ Thu Mar 5 0830 America/Vancouver - 1030 America/Chicago - 1130 America/Toronto - 1630 Etc/GMT - 1730 Europe/Berlin - 2200 Asia/Kolkata – Fri Mar 6 0030 Asia/Singapore
- EmacsATX: Emacs Social https://www.meetup.com/emacsatx/events/313161406/ Thu Mar 5 1600 America/Vancouver - 1800 America/Chicago - 1900 America/Toronto – Fri Mar 6 0000 Etc/GMT - 0100 Europe/Berlin - 0530 Asia/Kolkata - 0800 Asia/Singapore
- M-x Research: TBA https://m-x-research.github.io/ Fri Mar 6 0800 America/Vancouver - 1000 America/Chicago - 1100 America/Toronto - 1600 Etc/GMT - 1700 Europe/Berlin - 2130 Asia/Kolkata – Sat Mar 7 0000 Asia/Singapore
- Emacs Berlin: In-Person-Only Emacs-Berlin Stammtisch https://emacs-berlin.org/ Tue Mar 10 1900 Europe/Berlin
- OrgMeetup (virtual) https://orgmode.org/worg/orgmeetup.html Wed Mar 11 0900 America/Vancouver - 1100 America/Chicago - 1200 America/Toronto - 1600 Etc/GMT - 1700 Europe/Berlin - 2130 Asia/Kolkata – Thu Mar 12 0000 Asia/Singapore
- Computing in freedom with GNU Emacs - Protesilaos Stavrou - FLOSS@Oxford https://ox.ogeer.org/event/computing-in-freedom-with-gnu-emacs-protesilaos-stavrou Thu Mar 12 1100 America/Vancouver - 1300 America/Chicago - 1400 America/Toronto - 1800 Etc/GMT - 1900 Europe/Berlin - 2330 Asia/Kolkata – Fri Mar 13 0200 Asia/Singapore
- Atelier Emacs Montpellier (in person) https://lebib.org/date/atelier-emacs Fri Mar 13 1800 Europe/Paris
- Beginner:
- Emacs: (My) First Steps « Here's The Beef (@BeefGriller@dice.camp)
- Emacs is Installed! Try These 3 Ways to Start It Now (Zero Init! | CLI Hacks) (2) - [7-ish minutes] (07:11)
- Emacs Is Installed! Your User Directory Explained (.emacs.d Deep Dive) (3) - [5:36] (05:36)
- Emacs Is Installed! How Can I Create A Shortcut That Just Starts This Baby up? (5) - [10:12] (10:12)
- Emacs Lisp:
- truename-cache: Efficiently de-dup file-names (Reddit)
- andros/async-http-queue-fetch-urls-el - Lightweight, parallel HTTP fetching library for #emacs using url-retrieve (native) with configurable concurrency limits (@andros@activity.andros.dev)
- [09] Emacs Reader's Development: Working on Text Selection and Highlighting - 8/10/2025, 3:03:09 PM - Dyne.org TV (@reeltubes@mstdn.party)
- Appearance:
- Navigation:
- TRAMP:
- Writing:
- Denote:
- Org Mode:
- Dave's blog: Calculating RAGBRAI training actual vs. planned mileage (@davemq@fosstodon.org)
- Prettifying org-agenda (Reddit)
- Elsa Gonsiorowski: Emacs Carnival: Org Mode Completions
- Sacha Chua: Sorting completion candidates, such as sorting Org headings by level
- org-repeat-by-cron.el v1.1.2 released - compatibility with built-in repeaters and habits, deadline recurrence
- Exporting org-roam notes to Hugo and Quartz
- colonelpanic8/org-window-habit - A more flexible habit system (Reddit)
- lordnik22/org-link-battery: It's the missing battery using bookmark+ adding jump-to- and completion-candidates to org (Reddit)
- pjones/org-inline-image-mode: Update displayed images as an org-mode buffer changes. (@devalot@hostux.social)
- skx/org-people: Contact management for org-mode
- lordnik22/org-link-battery: using bookmark+ adding jump-to- and completion-candidates to org (Reddit)
- schrenker/org-agecrypt: Encrypt org entries with age - Codeberg.org (Reddit)
- Thanos Apollo: Gnosis 0.7.0 Release Notes - knowledge management system
- Migrating website to orgmode - roosnaflak.com (@kf@sonomu.club)
- TAONAW - Emacs and Org Mode: I think I found what crashed my Emacs on macOS
- Org development:
- Completion:
- Sacha Chua: Emacs Carnival Feb 2026 wrap-up: Completion
- Eric MacAdie: Emacs Carnival: Completion
- Sacha Chua: Emacs completion and handling accented characters with orderless
- Using Pinyin initials with orderless in Emacs (@SouthFox@foxsay.southfox.me)
- A Year Without Vertico - System Crafters Live! (01:14:56)
- Coding:
- Moving to Structural Diffs | Trying out Difftastic (01:29:57, @abcdw@fosstodon.org)
- Keybinding for easily comparing with upstream in Magit
- Emacs Redux: So Many Ways to Work with Comments (@bbatsov@hachyderm.io)
- [EMACS LAB #1] Do zero a uma IDE para programar em C (parte 1) (01:00:27)
- yaml-language-server added CRD auto-detection (Reddit)
- calsys456/lisp-semantic-hl.el: Semantic Syntax Highlighting for Common Lisp & Elisp (Reddit)
- Bozhidar Batsov: Setting up Emacs for OCaml Development: Neocaml Edition (Github, HN)
- I'm amazed by how good emacs is for game development (Irreal)
- overcast-software/glnt-ts-mode: emacs lsp-glint (Reddit)
- Bozhidar Batsov: Building Emacs Major Modes with TreeSitter: Lessons Learned (@bbatsov@hachyderm.io)
- LuciusChen/clutch: MySQL, PostgreSQL & SQLite; paginated result browser, record view, inline editing, schema browser, and REPL. (Reddit, @Lucius_Chen)
- Math:
- Shells:
- Mail, news, and chat:
- Multimedia:
- AI:
- Joar von Arndt: Vibe-coding Brings the Power of Emacs to Everything
- Christian Tietze: Emacs Complete: Feedback Loops in Emacs, Feedback Loops in Computing
- Org Mode requests: [RFC] Pros and cons of using LLM for patches beyond simple copyright (@yantar92@fosstodon.org)
- Org mode, agentic coding and ekg - YouTube
- Alvaro Ramirez: Bending Emacs - Episode 12: agent-shell + Claude Skills (YouTube 26:02, @xenodium@indieweb.social, Reddit)
- How I use agents in emacs: agent-shell + persp-mode + git worktrees (Reddit, Doom Emacs config)
- 037 Ollama Buddy - In-Buffer responses with in-line inspection #emacs #ollama (01:28)
- James Dyer: Ollama Buddy v2.5 - RAG (Retrieval-Augmented Generation) Support
- copilot.el 0.4 is out with many improvements! proper LSP, select model, balance parentheses (Reddit)
- Community:
- Fortnightly Tips, Tricks, and Questions — 2026-02-24 / week 08
- Who remembers XEmacs?
- Common Desktop Environment experience (XEmacs, Unix) in your browser (Reddit, Reddit, Irreal)
- Eric MacAdie: 2026-01 Austin Emacs Meetup
- Emacs Carnival March 2026: Mistakes and Misconceptions
- Goodbye #emacs #emacsnews (01:09) Emacs Elements
- Other:
- Emacs development:
- emacs-devel: Some notes on EIEIO vs cl-defstruct
- Teach Emacs on MS-Windows how to export frame screenshots
- New variable 'multiple-terminals-merge-keyboards'
- Allow more fine configuration of package retention
- Add option to keep previous package versions on upgrade
- New function multiple-command-partition-arguments
- Compare circular lists in 'equal' without error (bug#80456)
- New packages:
- citar-typst: Typst support for citar (MELPA)
- conflict-buttons: Clickable buttons for smerge-mode conflicts (MELPA)
- d2-ts-mode: Tree-sitter support for D2 (MELPA)
- dorgygen: Source code documentation in org-mode (MELPA)
- elfeed-ai: AI-powered article summarization for elfeed (MELPA)
- lisp-chat: Emacs client for Lisp Chat (MELPA)
- lit-ts-mode: Lit-aware JS/TS modes with tree-sitter support (MELPA)
- org-people: Work with a contact-list in org-mode files (MELPA)
Links from reddit.com/r/emacs, r/orgmode, r/spacemacs, Mastodon #emacs, Bluesky #emacs, Hacker News, lobste.rs, programming.dev, lemmy.world, lemmy.ml, planet.emacslife.com, YouTube, the Emacs NEWS file, Emacs Calendar, and emacs-devel. Thanks to Andrés Ramírez for emacs-devel links. Do you have an Emacs-related link or announcement? Please e-mail me at sacha@sachachua.com. Thank you!
You can comment on Mastodon or e-mail me at sacha@sachachua.com.
- Upcoming events (iCal file, Org):
-
🔗 r/Harrogate Gas to induction hob rss
Hi, I'm looking for someone who can take out our gas hob and replace it with an induction hob. Looking for someone reliable and ideally has some kind of guarantee / certification. Thanks!
submitted by /u/EdgeObjective2307
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🔗 r/LocalLLaMA Qwen/Qwen3.5-9B · Hugging Face rss
| https://huggingface.co/unsloth/Qwen3.5-9B-GGUFModel Overview
- Type: Causal Language Model with Vision Encoder
- Training Stage: Pre-training & Post-training
- Language Model
- Number of Parameters: 9B
- Hidden Dimension: 4096
- Token Embedding: 248320 (Padded)
- Number of Layers: 32
- Hidden Layout: 8 × (3 × (Gated DeltaNet → FFN) → 1 × (Gated Attention → FFN))
- Gated DeltaNet:
- Number of Linear Attention Heads: 32 for V and 16 for QK
- Head Dimension: 128
- Gated Attention:
- Number of Attention Heads: 16 for Q and 4 for KV
- Head Dimension: 256
- Rotary Position Embedding Dimension: 64
- Feed Forward Network:
- Intermediate Dimension: 12288
- LM Output: 248320 (Padded)
- MTP: trained with multi-steps
- Context Length: 262,144 natively and extensible up to 1,010,000 tokens.
submitted by /u/jacek2023
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🔗 r/LocalLLaMA Breaking : The small qwen3.5 models have been dropped rss
| submitted by /u/Illustrious-Swim9663
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🔗 r/york Channel 4's 'The Dog House' Is Looking for Loving Homes in York rss
| Hi everyone!😊 I'm part of the team behind Channel 4's The Dog House we're looking for dog lovers in York who could offer a loving home and a fresh new start to a rescue dog in need for our next series filming in spring. We're currently trying to find ways to reach out to people, Reddit included 🐶 I've included our flyer if you'd like to share it, but if you're interested to apply you can do so at: https://c4thedoghousetakepart.co.uk/ Alternatively, if you have any questions you can also email us: [thedoghouse@fivemilefilms.co.uk](mailto:thedoghouse@fivemilefilms.co.uk) submitted by /u/Fallevo
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🔗 r/wiesbaden Can I buy tickets at the venue at Schlachthof Wiesbaden? rss
Hallo Zusammen!
I want to attend the Airbourne concert happening at Schlachthof Wiesbaden this weekend, but it shows all tickets are sold out :(
I'd like to ask, if the Schlachthof is the kind of venue where I can still buy a ticket at the venue itself but at a markup, or if in this case sold-out indeed means sold-out.
submitted by /u/ForceInevitable605
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🔗 r/wiesbaden Fasanerie Wiesbaden, Bollerwagen? rss
Liebe Schwarmintelligenz, gibt es in der Fasanerie Bollerwagen zum ausleihen? Danke
submitted by /u/FayeCop223
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🔗 r/Yorkshire What a wonderful place! Anyone been to the cheese shop? rss
| submitted by /u/Terrible_Passion6178
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🔗 r/Leeds Bluebell recommendations rss
In the next few weeks I would usually do the Harewood house circular. I’ve heard good things about hunger hills horsforth
Do people have other recommendations? Thanks ☺️
submitted by /u/Some_Ad6507
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🔗 r/reverseengineering /r/ReverseEngineering's Weekly Questions Thread rss
To reduce the amount of noise from questions, we have disabled self-posts in favor of a unified questions thread every week. Feel free to ask any question about reverse engineering here. If your question is about how to use a specific tool, or is specific to some particular target, you will have better luck on the Reverse Engineering StackExchange. See also /r/AskReverseEngineering.
submitted by /u/AutoModerator
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🔗 HexRaysSA/plugin-repository commits sync repo: +3 plugins, +4 releases rss
sync repo: +3 plugins, +4 releases ## New plugins - [idassist](https://github.com/jtang613/IDAssist) (1.0.2) - [idassistmcp](https://github.com/jtang613/IDAssistMCP) (1.0.1) - [vtable-context-tools](https://github.com/oxiKKK/ida-vtable-tools) (1.0.1, 1.0.0) -
🔗 r/reverseengineering I made a game server for a particular retro game by reversing the game client rss
submitted by /u/SirusDoma
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🔗 r/reverseengineering The E9Patch static binary rewriting tool version 1.0 has been released rss
submitted by /u/zoomT
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🔗 r/Harrogate 20s dating culture in Harrogate rss
I’m mid-20s and new to Harrogate, trying to understand what the dating culture is like here.
What’s the dating scene like? - drinks, dinner, coffee, cinema? Do people mostly meet through Hinge/Tinder or more via work, friends, clubs, bars or town socials?
I get matches on apps but a lot are from Leeds or York rather than Harrogate itself, so I’m curious how locals usually meet as I’d rather find someone closer to me, is actually pretty hard to break onto the scene here
I’ve lived in London before, where dating is very fast-paced and casual, so I’m wondering how different Harrogate is in comparison.
Any insight appreciated.
submitted by /u/Apprehensive_Ring666
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🔗 Rust Blog 2025 State of Rust Survey Results rss
Hello, Rust community!
Once again, the survey team is happy to share the results of the State of Rust survey, this year celebrating a round number - the 10th edition!
The survey ran for 30 days (from November 17th to December, 17th 2025) and collected 7156 responses, a slight decrease in responses compared to last year. In this blog post we will shine a light on some specific key findings. As usual, the full report is available for download.
Survey| Started| Completed| Completion rate| Views
---|---|---|---|---
2024| 9 450| 7 310| 77.4%| 13 564
2025| 9 389| 7 156| 76.2%| 20 397Overall, the answers we received this year pretty closely match the results of last year, differences are often under a single percentage point. The number of respondents decreases slightly year over year. In 2025, we published multiple surveys (such as the Compiler Performance or Variadic Generics survey), which might have also contributed to less people answering this (longer) survey. We plan to discuss how (and whether) to combine the State of Rust survey with the ongoing work on the Rust Vision Doc.
Also to be noted that these numbers should be taken in context: we cannot extrapolate too much from a mere 7 000 answers and some optional questions have even less replies.
Let's point out some interesting pieces of data:
Screenshotting Rust use
Confirmed that people develop using the stable compiler and keep up with releases, trusting our stability and compatibility guarantees. On the other hand, people use nightly out of "necessity" (for example, something not yet stabilized). Compared to last year (link) we seem to have way less nightly users. This may not be a significant data point because we are looking at a sliding window of releases and differences could depend on many factors (for example, at a specific point in time we might have more downloads of the nightly compiler because of a highly anticipated feature).
One example might be the very popular let chains and async closures features, which were stabilized last year.

[PNG] [SVG] [Wordcloud of open answers]

We are also interested to hear from (and grateful to) people not using Rust (or not anymore) when they tell us why they dropped the language. In most cases it seems to be a "see you again in the future" rather than a "goodbye".


[PNG] [SVG] [Wordcloud of open answers]
Some specific topic we were interested in: how often people download crates using a git repository pinned in the Cargo.toml (something like
foo = { git = "https://github.com/foo/bar" }).
[PNG] [SVG] [Wordcloud of open answers]
and if people actually find the output of
--explainuseful. Internal discussions hinted that we were not too sure about that but this graph contradicts our prior assumption. Seems like many Rust users actually do find compiler error code explanations useful.
[PNG] [SVG] [Wordcloud of open answers]
Challenges and wishes about Rust
We landed long-awaited features in 2025 (
let chainsandasync closures) and the survey results show that they are indeed very popular and often used. That's something to celebrate! Nowgeneric const expressionsandimproved trait methodsare bubbling up in the charts as the most-wanted features. Most of the other desired features didn't change significantly.
[PNG] [SVG] [Wordcloud of open answers]
When asked about which non-trivial problems people encounter, little changes overall compared to 2024: resource usage (slow compile times and storage usage) is still up there. The debugging story slipped from 2nd to 4th place (~2pp). We just started a survey to learn more about it!

[PNG] [SVG] [Wordcloud of open answers]
Learning about Rust
Noticeable (within a ~3pp) flection in attendance for online and offline communities to learn about Rust (like meetups, discussion forums and other learning material). This hints at some people moving their questions to LLM tooling (as the word cloud for open answers suggests). Still, our online documentation is the preferred canonical reference, followed by studying the code itself.

[PNG] [SVG] [Wordcloud of open answers]

Industry and community
Confirmed the hiring trend from organisations looking for more Rust developers. The steady growth may indicate a structural market presence of Rust in companies, codebases consolidate and the quantity of Rust code overall keeps increasing.

As always we try to get a picture of the concerns about the future of Rust. Given the target group we are surveying, unsurprisingly the majority of respondents would like even more Rust! But at the same time concerns persist about the language becoming more and more complex.
Slight uptick for "developer and maintainers support". We know and we are working on it. There are ongoing efforts from RustNL (https://rustnl.org/fund) and on the Foundation side. Funding efforts should focus on retaining talents that otherwise would leave after some time of unpaid labor.
This graph is also a message to companies using Rust: please consider supporting Rust project contributors and authors of Rust crates that you use in your projects. Either by joining the Rust Foundation, by allowing some paid time of your employees to be spent on Rust projects you benefit from or by funding through other collect funds (like https://opencollective.com, https://www.thanks.dev and similar) or personal sponsorships (GitHub, Liberapay or similar personal donation boxes).
Trust in the Rust Foundation is improving, which is definitively good to hear.

[PNG] [SVG] [Wordcloud of open answers]
As a piece of trivia we ask people which tools they use when programming in Rust. The Zed editor did a remarkable jump upward in the preferences of our respondents (with Helix as a good second). Editors with agentic support are also on the rise (as the word cloud shows) and seems they are eroding the userbase of VSCode and IntelliJ, if we were to judge by the histogram.
We're happy to meet again those 11 developers still using Atom (hey 👋!) and we salute those attached to their classic editors choice like Emacs and Vim (or derivatives).

[PNG] [SVG] [Wordcloud of open answers]
And finally, here are some data about marginalized groups, out of all participants who completed our survey:
Marginalized group| Count| Percentage
---|---|---
Lesbian, gay, bisexual, queer, or otherwise non-heterosexual| 752| 10.59%
Neurodivergent| 706| 9.94%
Trans| 548| 7.72%
Woman or perceived as a woman| 457| 6.43%
Non-binary gender| 292| 4.11%
Disabled (physically, mentally, or otherwise)| 218| 3.07%
Racial or ethnic minority| 217| 3.06%
Political beliefs| 211| 2.97%
Educational background| 170| 2.39%
Cultural beliefs| 139| 1.96%
Language| 134| 1.89%
Religious beliefs| 100| 1.41%
Other| 61| 0.86%
Older or younger than the average developers I know| 22| 0.31%While some of these numbers have slightly improved, this still shows that only a very small percentage of the people who are part of marginalized groups make it to our project. While we still do better than many other tech communities, it is a reminder that we need to keep working hard on being a diverse and welcoming FOSS community for everyone , which has always been and always will be one of our core values.
Conclusions
Overall, no big surprises and a few trends confirmed.
If you want to dig more into details, feel free to download the PDF report.
We want once again to thank all the volunteers that helped shaping and translating this survey and to all the participants, who took the time to provide us a picture of the Rust community.
A look back
Since this year we publish a round number, if you fancy a trip down the memory lane here the blog posts with the past years' survey results:
-
- March 01, 2026
-
🔗 IDA Plugin Updates IDA Plugin Updates on 2026-03-01 rss
IDA Plugin Updates on 2026-03-01
New Releases:
Activity:
- ida-vtable-tools
- IDAssist
- IDAssistMCP
- 934277e1: Update readme.
- python-elpida_core.py
- ca483075: Checkpoint March 1 evening: Sections 24-28 — MIND restoration, Plan B…
- ce626d4d: Master Prompt: cross-platform LLM validation of Trinity architecture
- 35ad4f9d: Revert Plan B: restore D0 (Identity) and D11 (Synthesis) to Claude
- 943cac22: Add MIND fix script: EventBridge rate(4h) + Docker rebuild + task tri…
- a99ed05c: v2.8.0: Fix 100% veto rate + tuple crash + POLIS slice guard
- 3a75cb61: fix: coherence bug — AXIOM_RATIOS are dicts, not floats
- 1f4ae919: Update CHECKPOINT_MARCH1: Section 24, gap status, current state
- 2e2787a4: Critical: S3 persistence for Fork + Synod ratified axioms
- 7d09c1a3: Fix verdict synthesis truncation — show full parliament voice
- 9c6f0ff1: Live heartbeat: @st.fragment(run_every=30) auto-refresh
- a5482f59: Fix BODY heartbeat + surface Wave 1-4 in all tabs
- ef0bdf38: Chat-first UI: conversational parliament for public/university presen…
-
🔗 r/reverseengineering IDAssist - AI augmented RE plugin for IDA Pro rss
submitted by /u/Important_Craft_5864
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🔗 r/reverseengineering IDAssistMCP - An integrated MCP server plugin for IDA Pro rss
submitted by /u/Important_Craft_5864
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🔗 r/LocalLLaMA Running Qwen3.5 27b dense with 170k context at 100+t/s decode and ~1500t/s prefill on 2x3090 (with 585t/s throughput for 8 simultaneous requests) rss
| Hi everyone! I've been trying to run the new Qwen models as efficiently as possible with my setup - and seem to have performance higher than I've seen around, so wanted to share my scripts and metrics! The above video is simulating ideal conditions - due to the nature of MTP, it does get slower once your response requires more intelligence and creativity. However, even at the worst-case scenario I rarely ever see my decode speeds drop below 60t/s. And for multi-user throughput, I have seen as high as 585t/s across 8 requests. To achieve this, I had to:- Use vLLM with tensor parallelism (I also have NVLink, which probably plays a role considering tensor parallelism does better with GPU interconnect).
- Enable MTP with 5 tokens predicted. This is in contrast to any documentation I've seen which suggests 3, but in practice I am getting mean acceptance length values above 3 with my setup so I think 5 is appropriate. I found values above 5 not to be worth it, since the mean acceptance length never exceeded 5 when I tried with higher values. I have also observed a noticable slowdown when I cranked MTP above 5 tokens.
- Compile vLLM from scratch on my own hardware. It's a fairly slow operation, especially if your CPU is not great or you don't have a lot of RAM - I typically just leave the compilation running overnight. It also doesn't seem to increase the performance much, so it's certainly not a requirement but something I did to get the absolute most out of my GPU's.
- Use this exact quant because the linear attention layers are kept at full-precision (as far as I can tell, linear attention still quantizes rather poorly) and the full attention layers are quantized to int4. This matters, because 3090's have hardware support for int4 - massively boosting performance.
- Play around a lot with the vLLM engine arguments and environment variables.
The tool call parser for Qwen3 Coder (also used in Qwen3.5 in vLLM) seems to have a bug where tool calling is inaccurate when MTP is enabled, so I cherry- picked this pull request into the current main branch (and another pull request to fix an issue where reasoning content is lost when using LiteLLM). My fork with the cherry-picked fixes are available on my GitHub if you'd like to use it, but please keep in mind that I am unlikely to maintain this fork. Prefill speeds appear to be really good too, at ~1500t/s. My current build script is: ```
!/bin/bash
. /mnt/no-backup/vllm-venv/bin/activate export CUDACXX=/usr/local/cuda-12.4/bin/nvcc export MAX_JOBS=1 export PATH=/usr/local/cuda-12.4/bin:$PATH export LD_LIBRARY_PATH=/usr/local/cuda-12.4/lib64:$LD_LIBRARY_PATH cd vllm pip3 install -e .
And my current launch script is:!/bin/bash
. /mnt/no-backup/vllm-venv/bin/activate export CUDA_VISIBLE_DEVICES=0,1 export RAY_memory_monitor_refresh_ms=0 export NCCL_CUMEM_ENABLE=0 export VLLM_SLEEP_WHEN_IDLE=1 export VLLM_ENABLE_CUDAGRAPH_GC=1 export VLLM_USE_FLASHINFER_SAMPLER=1 vllm serve /mnt/no- backup/models/Qwen3.5-27B-AWQ-BF16-INT4 --served-model-name=qwen3.5-27b \ --quantization compressed-tensors \ --max-model-len=170000 \ --max-num-seqs=8 \ --block-size 32 \ --max-num-batched-tokens=2048 \ --swap-space=0 \ --enable- prefix-caching \ --enable-auto-tool-choice \ --tool-call-parser qwen3_coder \ --reasoning-parser qwen3 \ --attention-backend FLASHINFER \ --speculative- config '{"method":"qwen3_next_mtp","num_speculative_tokens":5}' \ --tensor- parallel-size=2 \ -O3 \ --gpu-memory-utilization=0.9 \ --no-use-tqdm-on-load \ --host=0.0.0.0 --port=5000 deactivate ``` Hope this helps someone! submitted by /u/JohnTheNerd3
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🔗 r/york Chinese Hot Pot recommendations in York - has Chungking closed? rss
| Looking for a place in York that does the kind of hot pot in the photo. We went to Chungking (the one near the river/theatre) a couple of times in 2022-4 but their website is down and I can’t tell if they’ve closed. Google says that they’re open, but no current reviews on TripAdvisor. If closed - anywhere else you’d recommend for this? Done a load of searching and can’t see photos online of other places that do this… submitted by /u/penny_laura
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🔗 r/Yorkshire Ukrainian refugee describes moving journey to her new life in the North East rss
| Oksana Halchenko is one of 90 Ukrainians living in Redcar and Cleveland under the Homes for Ukraine scheme, which has supported nearly 200 arrivals since the Russian invasion began in February 2022. She was helped by Andrew Parker, an officer in the council’s Housing Team who has taken a leading role in the Homes for Ukraine Scheme. She said: "I left hospital in my city, Mariupol, on crutches. By luck, I made it to another small town but which was still under the Russian occupation. submitted by /u/coffeewalnut08
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🔗 Probably Dance Word Map – A Game About Hill Climbing and Stepping Stones rss
I really like Semantle because I noticed that progress is similar to the description in Why Greatness Cannot Be Planned: The Myth of the Objective by Kenneth Stanley. The objective function is very clear and you can hill-climb your way to the top, but hill-climbing is actually very difficult in high-dimensional spaces, so you need to explore to find stepping stones and then exploit based on those stepping stones. I have long looked for a game where I can practice that behavior and Semantle almost was that game, so I decided to evolve it to make it easier to practice doing the right behaviors.
The result is Word Map. Give it a play.
At a high level it's a daily word game similar to Wordle. You start off by guessing randomly and trying to find patterns to what the target word should be. When you get close to the goal the titular word map pops up. This map addresses the biggest flaw of Semantle: The protracted grind to get to the end. With the help of the map, Word Map is closer in difficulty to Wordle. You won't guess right in six tries obviously, but here I solve the puzzle on most days, where in Semantle I don't.
Development - Trying out Vibe Coding
This was my first non-trivial project that's mostly vibe-coded. Probably 98% of the code is written by Claude Code. It was overall very pleasant. I especially like how easy it is to polish things. E.g. while doing the final edits on this blog post I thought "man the text should really increase and decrease in size as you zoom in and out, but it also shouldn't be too big when you keep on zooming out" so I just asked Claude to do it and it was done in seconds. I could have also done it myself in minutes, but there's so much less friction when you can just tell an AI to do things. You end up doing more iterations.
The biggest win is that I don't know CSS and don't know React and don't know Typescript and don't know what to use to draw a 3D map in a browser, but I am still able to ship a web app using those technologies. And I learned a bit about React and Typescript while I was at it, which are things I had been meaning to do for a while. (I'll never learn CSS though. I've tried often enough and have concluded that I'll just leave that one to the AIs)
It is still flawed and I like to think my programming skills are still relevant, at least for a few more months as this thing gets better. I intervened in a few places:
- Claude wanted to use cosine similarity as the distance metric (meaning normalize then do dot product). This is the most obvious thing to do but the size of the vectors contains meaning, so you really want some distance metric that takes that into account. I previously had good experiences with the Tanimoto coefficient so I used that:
- It stumbled over the map selection logic a few times. First it wrote a raycast, which makes sense. You can do two ways of selecting with raycasts, "cast with a radius and select the first hit point" or "select the point closest to the ray", both of which have annoying edge cases. So I asked it to implement "first snap to the ground then select the nearest," which is better but also has a few edge cases. So I started writing a very detailed description of how the approaches should be combined until I realized that this is silly and it would be faster for me to make the last little changes myself. Another problem was that this evolved over several sessions so I'd point out a selection bug to Claude and it would have forgotten why the code was the way it was and would say "oh this is complicated let me just delete all this and make it a simple raycast". Maybe it just needed better comments, a thing that Claude does not yet do on its own. But overall this actually went fairly well and I still got this done faster and to a higher quality than if I had written it all myself.
- It couldn't figure out a bug where the input field kept on losing keyboard focus. Turns out it was disabling the input field while the guess is being submitted. This makes sense in case the server is laggy, but also kills keyboard focus. I had to step in and debug this one because Claude couldn't figure it out after I asked it three or four times.
But those are details, and Claude figured out many more tricky details in this than I did. The mistakes it makes now still follow clear patterns but the error-area is much smaller than it was a year ago. A year ago it would get itself confused halfway through a long piece of code. Now it gets itself confused when there are complex interactions of things.
This project is big enough where you still have to come up with a plan and make Claude do the work step by step. It was able to create a website that looked and worked like Semantle in one go (with no map). But then I still needed backend functionality to batch-generate puzzles and to deploy this to a server and to enable caching and to test performance (I still expect the server to go down if this becomes popular, but it's fast enough that I'm not worried about hundred of users). It helped with all of this but you have to ask it. Also I had to ask it to clean up messes that it made by copy+pasting the same code five times. I noticed this because I asked it to fix a bug (the "I give up" button would still show even though you had already solved a puzzle), but I was still able to trigger the bug by doing something slightly different. Then I finally looked at the code and noticed that there were five places doing the same thing, three of which still had the bug. It can clean that up much quicker than I can, but you have to ask it to do so. I have seen people post prompts online that tell Claude to clean up duplication on its own, and I'll have to figure out how to set that up.
This was not a quick project even though I only wrote like 2% of the code. It took three months before it was good. Since I started with an existing game, this was mostly an exercise in design and taste.
- I had a sense early on that I wanted to somehow visualize which directions you need to go. I thought of drawing arrows next to guesses but then you immediately want the landscape in which the arrows make sense.
- I wanted a rugged mountain landscape made out of words where you can see when nearby words climb up walls or lead down into valleys. The target word would be the peak of the mountain. But UMAP just wouldn't give me layouts that made sense, and I had a hard time trying to nudge it to arrange everything around one central point. I would have had to design every single mountain by hand. (or come up with a way to get an AI to design every single mountain by hand)
- In the end I had to settle for a 1D UMAP projection and arrange all the words in a circle, with the distance to the center given by the similarity metric. It means you lose most of the semantic meaning of the words, but it's much easier to understand and play. You still get some neat effects out of it where as you explore around the mountain you discover new aspects of the target word.
But once again overall this was a very pleasant experience. I can definitely tell that I'm running into some limits of vibe-coding already, but not in a hard way. There is always a workaround where you break down the problem a bit more. I think if I didn't have Claude code, I would have never gotten this project done. I often just have an hour in the evening or thirty minutes in the morning and there is no way that I'd attempt something as intimidating as "figure out how to draw a map of word-embeddings" in that little time. But Claude just goes for it and gets it surprisingly right on the first try, and then you can always iterate on the details in the following days.
Mission Accomplished?
Did I actually accomplish my goal of making a game about hill climbing and stepping stones? Not fully. But there are a few things you can learn from playing this game:
- Hill climbing works really well in high-dimensional spaces.
- But hill climbing is also really difficult in high-dimensional spaces. At least when they're visualized in low dimensions. It's really hard to figure out the gradient that would allow you to take the next step, and to come up with a word from that.
- Stepping stones help enormously. I really like how exploring the map worked out. At some point you get a bunch of words that have an aspect of the target word that you haven't incorporated at all, and that gets the mental gears turning.
- Near the end of the game it's still hard to find stepping stones, mostly because I projected the high-dimensional word vector down to 1D. The "Smart Hint" feature is a bit of a clumsy way out of that, because it tells you the missing parts of the high-dimensional vector. It usually makes it pretty easy to come up with the target word. I wish I had come up with a less-big-hammer to solve that. (my best idea for that is to somehow use higher-dimensional UMAP and to draw the other dimensions as other colors or other symbols or something)
I still think this is a good game for practicing the approach for solving hard problems. To work as a game it had to be difficult in some aspects, but not too difficult, and easy in other aspects, but not too easy. I wanted a game where a human would have to use Novelty Search (the algorithm by Kenneth Stanley, who wrote the "Why Greatness Cannot Be Planned" book I referred to at the beginning), and I think I got that. And maybe it can serve as a stepping stone for someone else to make an interesting game that further explores gameplay that requires this kind of thinking.
- Claude wanted to use cosine similarity as the distance metric (meaning normalize then do dot product). This is the most obvious thing to do but the size of the vectors contains meaning, so you really want some distance metric that takes that into account. I previously had good experiences with the Tanimoto coefficient so I used that:
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🔗 r/Yorkshire The strictest village in England 😮❤️ rss
| submitted by /u/JustYouTryItLad
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🔗 r/LocalLLaMA Breaking : Today Qwen 3.5 small rss
| submitted by /u/Illustrious-Swim9663
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🔗 r/reverseengineering Reverse engineering “Hello World” in QuickBasic 3.0: bloat & bytecode from 1987 AD rss
submitted by /u/alberto-m-dev
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🔗 r/Yorkshire Yorkshire Cat Rescue sees rise in abandoned cats as costs increase rss
| submitted by /u/Kagedeah
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🔗 r/LocalLLaMA Reverse engineered Apple Neural Engine(ANE) to train Microgpt rss
Why? Because i bought a mac mini M4 and I wanted to leverage its compute for
my compiler project
Training on Metal(GPU) is well known but ANE is a black box and Apple doesn't talk about it. So I harnessed Claude to reverse engineer the ANE private APIs , run benchmarks by bypassing coreml(which is the recommended way to use ANE) The NPU has 38 TFLOPS worth of claimed INT8 compute (but it's a FP16 processor so actual compute is half that) In the end I create a bespoke training pipeline to train a small 110M microgpt model. Now you can't in practice use it to train bigger models on a single chip but maybe a cluster of them in theory can train larger models. But even a single device should be able to do LoRA training for 3b/7b models. Again, why train on NPUs? - they are extremely power efficient. Peak compute on ANE only consumes 2.8 W which at 19 tflops becomes 6.6 tflops/watt. Insane! (Metal GPU - 1, H100 - 1.4 Tflops/watt)
Resources
Reverse Engineering Benchmarks Training : WIP Repo : GitHub submitted by /u/jack_smirkingrevenge
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🔗 r/wiesbaden Opel House with Coffeeshop 1921-1986 in Wiesbaden rss
submitted by /u/real_human_being78
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🔗 sacha chua :: living an awesome life Emacs Carnival Feb 2026 wrap-up: Completion rss
Check out all the wonderful entries people sent in for the Emacs Carnival Feb 2026 theme of Completion:
- Completion (in Emacs hledger) — Arjen Wiersma
- Emacs Carnival: Completion — Where Are The Wise Men? - Mike Hostetler
- File name completion in Emacs - Dmitry Dolzhenko
- Emacs Carnival: "Completion" - Christian Cleberg
- An Alternate Completing Read - Howard Abrams
- Guide to Modern Emacs Completion: vertico, corfu & friends - jneidel
- Sorting completion candidates, such as sorting Org headings by level - Sacha Chua
- Emacs Carnival: Completion – Eric MacAdie
- CHAT emacs completions - George Jones
- Emacs completion and handling accented characters with orderless - Sacha Chua
- Using speech recognition for on-the-fly translations in Emacs and faking in-buffer completion for the results - Sacha Chua
- Exploring large amounts of data with completion - Omar Antolin
- Emacs Carnival: Completion - Neil
- Emacs Carnival: Org Mode Completions - Elsa Gonsiorowski
- Completion of hugo links in Emacs - jneidel
- Emacs Carnival: Completion in Beancount Plain Text Accounting - John Rakestraw
Also, this one about completing the loop:
Sometimes I miss things, so if you wrote something and you don't see it here, please let me know! Please e-mail me at sacha@sachachua.com or DM me via Mastodon with a link to your post(s). If you like the idea but didn't get something together in time for February, it's never too late. Even if you come across this years later, feel free to write about the topic if it inspires you. I'd love to include a link to your notes in Emacs News.
I added a ton of links from the Emacs News archives to the Resources and Ideas section, so check those out too.
I had a lot of fun learning together with everyone. I already have a couple of ideas for March's Emacs Carnival theme of Mistakes and Misconceptions (thanks to Philip Kaludercic for hosting!), and I can't wait to see what people will come up with next!
You can e-mail me at sacha@sachachua.com.
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🔗 gulbanana/gg GG 0.38.4 release
Added
- JJ config settings can now be overridden for GG only by prefixing a setting with
gg.. For example, if you have...user.name = "JJ Author"gg.user.name = "GG Author"
...then revisions created by GG will be authored by "GG Author" instead of "JJ Author".
- If
ui.diff-formatteris set to a non-builtin tool, an "open in diff tool" button will appear for each file in the changelist. If you don't want this, or want to use different external tool than you use with jj-cli, setgg.ui.diff-formatter- an empty string will disable external diffing. -
If
ui.merge-editoris set, or both merge-editor and diff-formatter are set, conflicted files will have an "resolve with merge tool" button instead. Sample config for a less cluttered change list:[ui]diff-formatter = "bc3" merge-editor = "bc3" [gg.ui] diff-formatter="" # overrides ui.diff-formatter, removing the difftool button but not the mergetool button
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Describing a revision with "reset author" now checks that
user.nameanduser.emailare configured, and shows an error if not. - Tags now have an icon.
- Revisions which are the working copy of another workspace are displayed with a yellow dot. The workspace's name is displayed alongside bookmarks and tags.
- The gg-cli crate, despite its name, can now be used as a library. There's just enough of an API surface to embed your own version of
gg web, or you can build on its lower-level WorkerSession. Web mode has two new endpoints,/log[?revset=]and/revision?revset, which may be useful for embedding.
Changed
[gg.revsets]has been renamed to[gg.presets]. Sorry about the churn, but the earlier name was a mistake - it clashes with jj's[revsets]config table.- Button and context menu colours are slightly less theme-respecting for a more consistent experience.
Fixed
- Pushes were silently rejected when branches had moved or been locked down; now an error is displayed.
- Reverting from the GUI-mode context menu was broken.
- Dragging a revision onto a parent edge no longer drops other parents when the rebased child is a merge commit.
- Drag-and-drop onto the vertical segments of curved graph lines now works correctly. Previously only the horizontal part of a curved line was a valid drop target.
- Scrollbar colours on MacOS weren't respecting dark theme.
- Scrollbars in the log pane were covering part of the log until the window was resized.
- JJ config settings can now be overridden for GG only by prefixing a setting with
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🔗 r/york Grr… rss
| submitted by /u/LookOverall
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🔗 r/Leeds Japanese lessons rss
I’m hoping to go to Japan in a few years and thought it would be good to move away from Duolingo as a way to learn a language. Does anyone know where I could do some night classes or maybe a part time course in conversational Japanese?
submitted by /u/fatgirlseatmorev20
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🔗 r/york Best veggie roast rss
Have been searching for a good vegetarian roast in York for a while without much luck. Anybody got any recs please?
submitted by /u/Yorkywelsh
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🔗 r/Leeds Short hair on women hairdressers rss
I recently moved to Leeds (near city centre) and was wondering what are good hairdressers that could cut and shave a short hair hairstyle on a woman? What I've noticed is that many hairdressers can only do long hair and can't shave the sides well and if i go to barbers most of them can shave the sides well but can't cut the top nicely. I'll add a picture of more or less what hairstyle i have. Ideally the suggestions dont cost an arm and a leg 🫣 thank you!
submitted by /u/No_Persimmon51
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🔗 Register Spill Joy & Curiosity #76 rss
This week I found myself writing code by hand again.
Not a lot, maybe ten, twenty lines in total, which is far less than what I had Amp produce, but still: actual typing out of code. Miracle I didn't get any blisters.
At our Amp meetup in Singapore I mentioned this on stage and someone in the audience cheekily asked: "You just told us that these agents can now work well when you give them a longer leash and yet you wrote code by hand, how come?"
The answer can probably be boiled down to something that sounds very trite: to build software means to learn.
When you build a new piece of software, you learn what the software is actually supposed to do, how it should do it, and why your pre-building ideas now seem naive. (If you're thinking "well, can't we figure out all of that before we build" go ahead and type "waterfall software" into Google.)
Right now, at Amp, we're building something new. We don't yet know everything about this thing we're building. We don't know how it should behave in this case, or in that case, how the runtime behaves here, or over there.
Writing code by hand is one way (!) to answer these questions, because you truly bump into what you don't know when you have to type something out. You find yourself picking an array and write down that the type for
clientsisClient[]and then you wonder: wait a second, do we even need to allow for multiple clients to be connected at the same time? why? when? No, we actually don't, it should beclient: Client.An agent is happy to pick an answer for you -- without telling you. It will just write the code.
That might not be a problem. If you're not building something new or if you don't even need to learn how the software works (which is probably more often the case than you might think) or if you already have a good mental model, let the agent rip. In fact, I'd even say that in the majority of cases it's not a problem, because most software development is not building something new.
But if you need learn , so you can make better engineering tradeoffs and product decisions, it seems to me that one of the most practical ways to do might just still be to get your hands dirty. Let's see how long that lasts.
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Ladybird adopts Rust, with help from AI. Now that's engineering: "Our first target was LibJS , Ladybird's JavaScript engine. […] This was human-directed, not autonomous code generation. I decided what to port, in what order, and what the Rust code should look like. It was hundreds of small prompts, steering the agents where things needed to go. After the initial translation, I ran multiple passes of adversarial review, asking different models to analyze the code for mistakes and bad patterns." And also this: "If you look at the code, you'll notice it has a strong 'translated from C++' vibe. That's because it is translated from C++. The top priority for this first pass is compatibility with our C++ pipeline." That's how you build software: step by step, and choosing tradeoffs carefully. And that, I'm rather sure, won't go away.
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Talking about ports: Cloudflare used "one engineer and an AI model" and "$1,100 in tokens" to create a drop-in Next.js replacement built on top of Vite. The sections on why this was a good fit for AI and the approach they took are very interesting. So is this point at the end: "It's not clear yet which abstractions are truly foundational and which ones were just crutches for human cognition. That line is going to shift a lot over the next few years. But vinext is a data point. We took an API contract, a build tool, and an AI model, and the AI wrote everything in between. No intermediate framework needed. We think this pattern will repeat across a lot of software. The layers we've built up over the years aren't all going to make it." Let's see whether frameworks like Next.js or vinext will still be useful in a few years. Oh and of course there's drama between Cloudflare and Vercel so Vercel shot back.
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Man, I had this link here, to Anthropic's Statement from Dario Amodei on our discussions with the Department of War, saved so I can write about it in this edition, but good lord, there's now fifteen other things to link to. Just type "Anthropic" or "OpenAI" into Google News. Or don't, there's a lot of noise and dust in the air and if you aren't on the inside it seems hard to get an accurate impression of what happened (or is happening). What I did find very interesting, regardless of surrounding context, was this post by Palmer Luckey.
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This really was as good as everyone said it is: The Very Hungry Caterpillar, an examination of Eric Carle's famous book on the Looking At Picture Books substack. I highly recommend you read this. What a wonderful way to look at books, at design, at the world. It's also funny.
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This one too: How to Make a Living as an Artist. There are many things you can get out of this post if you've ever built and shipped something, regardless of whether that was a painting, some words, code, or something else.
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Justin Duke's scattered thoughts on LLM tools: "it seems like the logical endpoint is infinite and perfectly abstracted sandboxes with previewing, isolation, and very tight feedback loops. But right now the largest gap between where we and most other organizations are and that brilliant future is not on the AI side but on all the calls from coming inside the house that make it difficult to sandbox a mature application." Question is: does "mature application" mean the same thing it did a year ago?
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This Eileen Gu clip made the rounds recently and I find it incredibly fascinating. Over the last ten, fifteen years I made several attempts to get into meditation, read quite a lot about it, including some books, and now know that (1) I am not the thoughts that pop up in my head (2) my brain is a seemingly random thought-generator (3) you can influence what thoughts it generates by practicing (4) I am the thoughts I repeatedly think. The ability to modify what you think is incredible (as I wrote in admiration here) and I wish I could do it was effortlessly as Eileen Gu describes here.
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Logan Kilpatrick: "The compute bottleneck is massively under appreciated. I would guess the gap between supply and demand is growing single digit % every day." If you've never really dug into this topic, I recommend this podcast with Dylan Patel. He's a smart guy and if I had listened to him all the way back in fall of 2024, when I first heard of him, I would've bought SK Hynix and Sandisk stock and made a lot of money.
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Lovely and well-made: An interactive intro to quadtrees. Makes me want to build something with quadtrees. Notable: how it explains usecases for quadtrees, besides the very obvious one of, well, a map.
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What Claude Code Actually Chooses. Interesting: "We pointed Claude Code at real repos 2,430 times and watched what it chose. No tool names in any prompt. Open-ended questions only. […] The big finding: Claude Code builds, not buys. Custom/DIY is the most common single label extracted, appearing in 12 of 20 categories (though it spans categories while individual tools are category-specific)." Make sure to click through to the full report to see how they came up with these numbers. And while it's interesting, I'm also not sure whether it matters that much outside of an experiment.
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The left is missing out on AI. I'm not sure whether I'd say "the left", but when I read this I couldn't help but say "oh boy" out loud when it reminded me that people still talk about "stochastic parrots" and "spicy autocomplete" and "these models can't think".
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The Hardest Lessons For Startups To Learn, a vintage Paul Graham essay from 2006 that I somehow came across this week. I'm not sure whether I've read it before, but I must've because I nodded to everything he's saying here. Or maybe it's the last fifteen years, give or take, of working in startups. Really good.
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Times are changing, there's a lot of things to adapt, including interviewing: How We Hire Engineers When AI Writes Our Code. "I'll hand you a small problem - one that we've solved ourselves - usually from a bare-bones Figma file or a short spec. This might be a simple flow or a lightweight feature that would ordinarily take a day or two to build and ship. But for this exercise, you'll have just a few hours--and that's not enough time to make a polished product. I want to see how you work within constraints. You're encouraged to use AI to solve the problem. Whatever tools you would want to use as an employee, use them during the interview. We'll give you a Claude, Codex, Cursor, or Gemini license if you need one. I want to see you balance LLM-generated code against your own judgment.
But make no mistake--even if you aren't writing the code, you own the output." I haven't formally interviewed engineers in over a year but I think this is how I'd do it too.
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Really, really, really good and thought-provoking: Nobody knows how the whole system works.
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Phil Eaton started a company: "I quit my job at EnterpriseDB hacking on PostgreSQL products last month to start a company researching and writing about software infrastructure. […] This company, The Consensus, will talk about databases and programming languages and web servers and everything else that is important for experienced developers to understand and think about. It is independent of any software vendor and independent of any particular technology."
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"Cognitive debt, a term gaining traction recently, instead communicates the notion that the debt compounded from going fast lives in the brains of the developers and affects their lived experiences and abilities to 'go fast' or to make changes. Even if AI agents produce code that could be easy to understand, the humans involved may have simply lost the plot and may not understand what the program is supposed to do, how their intentions were implemented, or how to possibly change it."
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Ben Wallace: The happiest I've ever been. I've had quite a few conversations with programmer friends over the last year that ended with someone wondering: do I still enjoy this? Is this the programming I want to do? Some answer with yes, others with no. I understand both answers and the "code was never important" comments are not helpful to those who really, really enjoyed writing code. If you're in sales, that might be because you love negotiation, or the product you're selling, or making money, or, hey, because you love talking to people, love finding out what their problems are, love to visit them. If your job suddenly changed from that to never talking to a human again, I bet you'll find it hard to take solace in "it was never about the people, it was always about closing the deal."
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747s and Coding Agents. Thoughts on learning and getting better and what coding agents might take away from us. Very good.
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Interesting: Building An Elite AI Engineering Culture In 2026. This isn't a guide for how to achieve an "elite" culture, I'd say, but more an examination. Interesting to read through and compare. For example, these two points: "The most consequential organizational change in 2025-2026 is the dissolution of the design-engineering boundary at top companies" and "No design-to-dev handoff. No PM-to-engineering handoff. No QA as a separate gate. Everyone ships." -- that describes what we do at Amp pretty well. Tim and Brett, our "designers" at Amp, do design , but they also ship what they design and ship other code and debug distributed systems stuff. I don't think I ever saw a classic "design Figma" at Amp. We also don't have PMs. I'm probably the closest thing we have to a PM, but I have a very different title and am the #2 contributor in code (Quinn is #1). Last year, when we started Amp, we started working this way because it was natural with just two senior people in a repository (Quinn and myself). Sure, push to main, we're all grown-ups. But then over the year, we added more and more people and kept this way of working and now I'm pretty certain that it's because of AI that we work this way. I need to write more about that.
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Murat Demirbas on the End of Productivity Theater. This is something I've also wonder about a lot on the past few years, even, say, pre-AI: "I remember the early 2010s as the golden age of productivity hacking. Lifehacker, 37signals, and their ilk were everywhere, and it felt like everyone was working on jury-rigging color-coded Moleskine task-trackers and web apps into the perfect Getting Things Done system. So recently I found myself wondering: what happened to all that excitement? Did I just outgrow the productivity movement, or did the movement itself lose stream?" His analysis seems spot-on.
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Now this is a great thought experiment: "There's a well-known phenomenon in the facial aesthetics literature whereby 'average faces' (that is, faces formed by superimposing many faces atop one another) tend to be more attractive than the average person. […] Recently, I have begun to wonder if LLM-writing faces a similar challenge."
Wrote code by hand and wondered how the hell that happened? My friend, you need to subscribe:
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🔗 r/LocalLLaMA The U.S. used Anthropic AI tools during airstrikes on Iran rss
Hours after announcing that the federal government would cease using artificial intelligence tools developed by the tech company Anthropic, U.S. President Trump utilized those very tools to launch a massive airstrike against Iran. Sources familiar with the matter confirmed that command centers in various locations, including U.S. Central Command (CENTCOM), have been using Anthropic’s Claude AI tool. Despite escalating tensions between the company and the Pentagon, the command continued to employ the tool for intelligence assessments, target identification, and combat simulations, highlighting the deep level of involvement of AI tools in military operations. The U.S. government and Anthropic have been in a dispute for months over how the Pentagon utilizes its AI models. On Friday, President Trump ordered all agencies to stop cooperating with the company, and the Department of Defense also determined that the firm poses a security threat and a risk to its supply chain.
submitted by /u/External_Mood4719
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- February 28, 2026
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🔗 IDA Plugin Updates IDA Plugin Updates on 2026-02-28 rss
IDA Plugin Updates on 2026-02-28
Activity:
- DeepExtractIDA
- dotfiles
- 5a851624: update
- IDA-pro-mcp-Optimize
- bc9e0ec8: feat(core): comprehensive MCP plugin optimization
- ida_domain_mcp
- a0e2b85f: upload binary
- IDAPluginList
- d718cb90: chore: Auto update IDA plugins (Updated: 19, Cloned: 0, Failed: 0)
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🔗 r/reverseengineering InnoExtractor 2026 v11.5.1.172 released rss
submitted by /u/Gomedas
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🔗 r/Harrogate Petrol Station Vacuum rss
Does anybody know of any petrol stations in Harrogate which have a vacuum cleaner which I can use to clean out the car? Any with a self cleaning place in general would be perfect!
submitted by /u/SignificantCaptain95
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🔗 r/LocalLLaMA Bare-Metal AI: Booting Directly Into LLM Inference ‚ No OS, No Kernel (Dell E6510) rss
| someone asked me to post this here, said you gays would like this kinda thing. just a heads up, Im new to reddit, made my account a couple years ago, only now using it, A UEFI application that boots directly into LLM chat: no operating system, no kernel, no drivers(well sort of....wifi). Just power on, select "Run Live", type "chat", and talk to an AI. Everything you see is running in UEFI boot services mode. The entire stack, tokenizer, weight loader, tensor math, inference engine, is written from scratch in freestanding C with zero dependencies. It's painfully slow at the moment because I haven't done any optimizations. Realistically it should run much much faster, but I'm more interested in getting the network drivers running first before that. I'm planning on using this to serve smaller models on my network. Why would I build this? For giggles. submitted by /u/Electrical_Ninja3805
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🔗 r/Leeds Filming Locations in 'Fat Friends' rss
Ey up!
Watching 'Fat Friends' on Netflix for the first time, loving spotting the different filming locations.
Would love to hear your Fat Friends stories or facts. Did you ever see it being filmed? Was your mate an extra?
Trying to work out where :
- Norma's house is - thought it was one of the Normans in Kirkstall but the street is too short.
- S4 Ep3 - which building Norma is standing on. Must be LGI/uni as it's right next to civic hall and town hall.
submitted by /u/CloudOrigami
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🔗 r/Yorkshire Where's best for a day out. 2 adults and a dog. rss
Hi all, Wanting to go out tomorrow so looking for suggestions on places to go. It will be myself, my boyfriend and our dog. We like food and unusual things. Nowhere too busy as the dog doesn't like it.
submitted by /u/Altruistic-Cattle631
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🔗 r/york New earswick rss
What’s happening with all the flowers in new earswick opposite the fish and chip shop ??
submitted by /u/Radiant-Barracuda-21
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🔗 r/LocalLLaMA This sub is incredible rss
I feel like everything in the AI industry is spedrunning profit driven vendor lock in and rapid enshitification, then everyone on this sub cobbles together a bunch of RTX3090s, trade weights around like they are books at a book club and make the entire industry look like a joke. Keep at it! you are our only hope!
submitted by /u/cmdr-William-Riker
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🔗 r/Leeds Horsforth Station Road rss
Station Road blocked off by the police earlier. Any insights anyone?
submitted by /u/01130161
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🔗 r/Yorkshire What’s the most only in Yorkshire experience you’ve ever had? rss
submitted by /u/CloudBookmark
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🔗 r/Yorkshire After a couple of hours of rain, the sun came out over our glorious county rss
| As a warm up before tackling Pen-y-ghent tomorrow, we decided to have a wander round the Ingleton waterfall trail. Absolutely gorgeous scenery all along, marred only by the worst cup of tea ever from the little van halfway round! submitted by /u/r3tromonkey
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🔗 r/reverseengineering Reverse Engineering LockHunter and Adding Visibility for Memory Mapped Files rss
submitted by /u/ahm3dgg
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🔗 r/reverseengineering Reverse engineering Zomato's Android app: Bypassing SSL pinning to find plain-JSON MQTT credentials rss
submitted by /u/Ok_Reveal_4284
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🔗 r/reverseengineering From Wi‑Fi Access to Root: Reverse Engineering a $50 CarPlay Dongle rss
submitted by /u/louisss-e
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🔗 r/york Question - York’s medieval character rss
How much of York’s medieval character is genuinely preserved versus restored or reconstructed?
submitted by /u/Less-Pair6695
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🔗 r/LocalLLaMA Qwen 3.5-35B-A3B is beyond expectations. It's replaced GPT-OSS-120B as my daily driver and it's 1/3 the size. rss
I know everyone has their own subjective take on what models are the best, at which types of tasks, at which sizes, at which quants, at which context lengths and so on and so forth.
But Qwen 3.5-35B-A3B has completely shocked me.
My use-case is pretty broad, but generally focuses around development tasks.
- I have an N8N server setup that aggregates all of my messages, emails, alerts and aggregates them into priority based batches via the LLM.
- I have multiple systems I've created which dynamically generate other systems based on internal tooling I've created based on user requests.
- Timed task systems which utilize custom MCP's I've created, think things like "Get me the current mortgage rate in the USA", then having it run once a day and giving it access to a custom browser MCP. (Only reason custom is important here is because it's self documenting, this isn't published anywhere for it to be part of the training).
- Multiple different systems that require vision and interpretation of said visual understanding.
- I run it on opencode as well to analyze large code bases
This model, is... Amazing. It yaps a lot in thinking, but is amazing. I don't know what kind of black magic the Qwen team pumped into this model, but it worked.
It's not the smartest model in the world, it doesn't have all the knowledge crammed into it's data set... But it's very often smart enough to know when it doesn't know something, and when you give it the ability to use a browser it will find the data it needs to fill in the gaps.
Anyone else having a similar experience? (I'm using unsloths Q4-K-XL, running on a 5090 and 3090 @ 100k context)
submitted by /u/valdev
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🔗 r/reverseengineering I built a headless UE5 client in pure Python rss
submitted by /u/MineRoutine2059
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🔗 r/LocalLLaMA OpenAI pivot investors love rss
| submitted by /u/PaceImaginary8610
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🔗 r/Yorkshire Anyone know where these are from? rss
| submitted by /u/Yorkshire_Pudding_2
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🔗 r/LocalLLaMA DeepSeek V4 will be released next week and will have image and video generation capabilities, according to the Financial Times rss
| Financial Times: DeepSeek to release long-awaited AI model in new challenge to US rivals (paywall): https://www.ft.com/content/e3366881-0622-40a7-9c34-a0d82e3d573e submitted by /u/Nunki08
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🔗 hyprwm/Hyprland v0.54.0 release
A big (large), actually huge update for y'all!!
Special thanks to our HIs (Human Intelligences) for powering Hyprland development.
Breaking changes
togglesplitandswapsplithave been removed after being long deprecated. Uselayoutmsgwith the same params instead.single_window_aspect_ratioandsingle_window_aspect_ratio_tolerancehave been migrated from dwindle to layout, and are layout-agnostic
New features:
- cmakelists: add fno-omit-frame-pointer for tracy builds
- desktop/window: add stable id and use it for foreign
- gestures: add cursor zoom (#13033)
- groupbar: added group:groupbar:text_padding (#12818)
- hyprctl: add error messages to hyprctl hyprpaper wallpaper (#13234)
- hyprctl: add overFullscreen field in hyprctl window debug (#13066)
- hyprpm: add full nix integration (#13189)
- keybinds: add inhibiting gestures under shortcut inhibitors (#12692)
- main: add watchdog-fd and safe-mode options to help message (#12922)
- opengl: add debug:gl_debugging (#13183)
- start: add --force-nixgl and check /run/opengl-driver (#13385)
- start: add parent-death handling for BSDs (#12863)
Fixes:
- algo/dwindle: fix focal point not being properly used in movedTarget (#13373)
- algo/master: fix master:orientation being a noop
- algo/master: fix orientation cycling (#13372)
- algo/scrolling: fix crashes on destroying ws
- core/compositor: immediately do readable if adding waiter fails for scheduling state
- compositor: fix calculating x11 work area (#13347)
- config/descriptions: fix use_cpu_buffer (#13285)
- core/xwaylandmgr: fix min/max clamp potentially crashing
- decorations/border: fix damage scheduling after #12665
- desktop/layerRuleApplicator: fix an epic c+p fail
- desktop/ls: fix invalid clamp
- desktop/popup: fix use after free in Popup (#13335)
- desktop/reserved: fix a possible reserved crash (#13207)
- desktop/ruleApplicator: fix typo in border color rule parsing (#12995)
- desktop/rules: fix border colors not resetting. (#13382)
- desktop/workspaceHistory: fix tracking for multiple monitors (#12979)
- desktopAnimationMgr: fix slide direction
- dynamicPermManager: fix c+p fail
- eventLoop: various eventloopmgr fixes (#13091)
- example: fixup config for togglesplit
- fifo: miscellaneous fifo fixes (#13136)
- fix: handle fullscreen windows on special workspaces (#12851)
- hyprctl: fix layerrules not being applied dynamically with hyprctl (#13080)
- hyprerror: add padding & adjust for scale when reserving area (#13158)
- hyprerror: fix horizontal overflow and damage box (#12719)
- hyprpm: fix build step execution
- hyprpm: fix clang-format
- input: fix edge grab resize logic for gaps_out > 0 (#13144)
- input: fix kinetic scroll (#13233)
- keybinds: fix unguarded member access in moveWindowOrGroup (#13337)
- mainLoopExecutor: fix incorrect pipe check
- monitor: fix DS deactivation (#13188)
- multigpu: fix multi gpu checking (#13277)
- nix: add hyprland-uwsm to passthru.providedSessions
- nix: fix evaluation warnings, the xorg package set has been deprecated (#13231)
- pluginsystem: fix crash when unloading plugin hyprctl commands (#12821)
- protocols/cm: Fix image description info events (#12781)
- protocols/contentType: fix missing destroy
- protocols/contentType: fix typo in already constructed check
- protocols/dmabuf: fix DMA-BUF checks and events (#12965)
- protocols/syncobj: fix DRM sync obj support logging (#12946)
- renderer/pass: fix surface opaque region bounds used in occluding (#13124)
- renderer: add surface shader variants with less branching and uniforms (#13030)
- renderer: optimise shader usage further, split shaders and add more caching (#12992)
- renderer: fix dgpu directscanout explicit sync (#13229)
- renderer: fix frame sync (#13061)
- renderer: fix mouse motion in VRR (#12665)
- renderer: fix non shader cm reset (#13027)
- renderer: fix screen export back to srgb (#13148)
- systemd/sdDaemon: fix incorrect strnlen
- target: fix geometry for x11 floats
- tester: fix sleeps waiting for too long (#12774)
- xwayland/xwm: fix _NET_WM_STATE_MAXIMIZED_VERT type (#13151)
- xwayland/xwm: fix window closing when props race
- xwayland: fix size mismatch for no scaling (#13263)
Other:
- Nix: apply glaze patch
- Nix: re-enable hyprpm
- Reapply "hyprpm: bump glaze version"
- Revert "hyprpm: bump glaze version"
- algo/scrolling: adjust focus callbacks to be more intuitive
- animation: reset tick state on session activation (#13024)
- animationMgr: avoid uaf in ::tick() if handleUpdate destroys AV
- anr: open anr dialog on parent's workspace (#12509)
- anr: remove window on closewindow (#13007)
- buffer: add move constructor and operator to CHLBufferReference (#13157)
- cm: block DS for scRGB in HDR mode (#13262)
- cmake: bump wayland-server version to 1.22.91 (#13242)
- cmake: use OpenGL::GLES3 when OpenGL::GL does not exist (#13260)
- cmakelists: don't require debug for tracy
- compositor: guard null view() in getWindowFromSurface (#13255)
- config: don't crash on permission with a config check
- config: return windowrulev2 layerrulev2 error messages (#12847)
- config: support no_vrr rule on vrr 1 (#13250)
- core: optimize some common branches
- decoration: take desiredExtents on all sides into account (#12935)
- dekstop/window: read static rules before guessing initial size if possible (#12783)
- desktop/LS: avoid creating an invalid LS if no monitor could be found (#12787)
- desktop/ls: clamp layer from protocol
- desktop/popup: avoid crash on null popup child in rechecking
- desktop/popup: only remove reserved for window popups
- desktop/reservedArea: clamp dynamic types to 0
- desktop/reservedArea: clamp to 0
- desktop/rules: use pid for exec rules (#13374)
- desktop/window: avoid uaf on instant removal of a window
- desktop/window: catch bad any cast tokens
- desktop/window: go back to the previously focused window in a group (#12763)
- desktop/window: remove old fn defs
- desktop/window: track explicit workspace assignments to prevent X11 configure overwrites (#12850)
- desktop/window: use workArea for idealBB (#12802)
- desktop/windowRule: allow expression in min_size/max_size (#12977)
- desktop/windowRule: use content rule as enum directly (#13275)
- desktop: restore invisible floating window alpha/opacity when focused over fullscreen (#12994)
- event: refactor HookSystem into a typed event bus (#13333)
- eventLoop: remove failed readable waiters
- framebuffer: revert viewport (#12842)
- gestures/fs: remove unneeded floating state switch (#13127)
- hyprctl: adjust json case
- hyprctl: bump hyprpaper protocol to rev 2 (#12838)
- hyprctl: remove trailing comma from json object (#13042)
- hyprerror: clear reserved area on destroy (#13046)
- hyprpm,Makefile: drop cmake ninja build
- hyprpm: bump glaze version
- hyprpm: drop meson dep
- hyprpm: exclude glaze from all targets during fetch
- hyprpm: use provided pkgconf env if available
- i18n: add Romanian translations (#13075)
- i18n: add Traditional Chinese (zh_TW) translations (#13210)
- i18n: add Vietnamese translation (#13163)
- i18n: add bengali translations (#13185)
- i18n: update russian translation (#13247)
- input/TI: avoid UAF in destroy
- input/ti: avoid sending events to inactive TIs
- input: guard null
view()when processing mouse down (#12772) - input: use fresh cursor pos when sending motion events (#13366)
- internal: removed Herobrine
- layershell: restore focus to layer shell surface after popup is destroyed (#13225)
- layout: rethonk layouts from the ground up (#12890)
- monitor: revert "remove disconnected monitor before unsafe state #12544" (#13154)
- nix: remove glaze patch
- opengl/fb: use GL_DEPTH24_STENCIL8 instead of GL_STENCIL_INDEX8 (#13067)
- opengl: allow texture filter to be changed (#13078)
- opengl: set EGL_CONTEXT_RELEASE_BEHAVIOR_KHR if supported (#13114)
- pointermgr: damage only the surface size (#13284)
- pointermgr: remove onRenderBufferDestroy (#13008)
- pointermgr: revert "damage only the surface size (#13284)"
- popup: check for expired weak ptr (#13352)
- popup: reposition with reserved taken into account
- proto/shm: update wl_shm to v2 (#13187)
- protocolMgr: remove IME / virtual input protocols from sandbox whitelist
- protocols/toplevelExport: Support transparency in toplevel export (#12824)
- protocols: implement image-capture-source-v1 and image-copy-capture-v1 (#11709)
- renderer/fb: dont forget to set m_drmFormat (#12833)
- renderer/gl: add internal gl formats and reduce internal driver format conversions (#12879)
- renderer/opengl: invalidate intermediate FBs post render, avoid stencil if possible (#12848)
- renderer: allow tearing with DS with invisible cursors (#13155)
- renderer: better sdr eotf settings (#12812)
- renderer: minor framebuffer and renderbuffer changes (#12831)
- renderer: shader code refactor (#12926)
- shm: ensure we use right gl unpack alignment (#12975)
- start: use nixGL if Hyprland is nix but not NixOS (#12845)
- systemd/sdDaemon: initialize sockaddr_un
- testers: add missing #include
(#12862) - tests: Test the
no_focus_on_activatewindow rule (#13015) - time: ensure type correctness and calculate nsec correctly (#13167)
- versionKeeper: ignore minor rev version
- view: send wl_surface.enter to subsurfaces of popups (#13353)
- wayland/output: return all bound wl_output instances in outputResourceFrom (#13315)
- welcome: skip in safe mode
- xwayland/xwm: get supported props on constructing surface (#13156)
- xwayland/xwm: handle INCR clipboard transfer chunks correctly (#13125)
- xwayland/xwm: prevent onWrite infinite loop and clean orphan transfers (#13122)
- xwayland: ensure NO_XWAYLAND builds (#13160)
- xwayland: normalize OR geometry to logical coords with force_zero_scaling (#13359)
- xwayland: validate size hints before floating (#13361)
Special thanks
As always, massive thanks to our wonderful donators and sponsors:
Sponsors
Diamond
37Signals
Gold
Framework
Donators
Top Supporters:
Seishin, Kay, johndoe42, d, vmfunc, Theory_Lukas, --, MasterHowToLearn, iain, ari-cake, TyrHeimdal, alexmanman5, MadCatX, Xoores, inittux111, RaymondLC92, Insprill, John Shelburne, Illyan, Jas Singh, Joshua Weaver, miget.com, Tonao Paneguini, Brandon Wang, Arkevius, Semtex, Snorezor, ExBhal, alukortti, lzieniew, taigrr, 3RM, DHH, Hunter Wesson, Sierra Layla Vithica, soy_3l.beantser, Anon2033, Tom94
New Monthly Supporters:
monkeypost, lorenzhawkes, Adam Saudagar, Donovan Young, SpoderMouse, prafesa, b3st1m0s, CaptainShwah, Mozart409, bernd, dingo, Marc Galbraith, Mongoss, .tweep, x-wilk, Yngviwarr, moonshiner113, Dani Moreira, Nathan LeSueur, Chimal, edgarsilva, NachoAz, mo, McRealz, wrkshpstudio, crutonjohn
One-time Donators:
macsek, kxwm, Bex Jonathan, Alex, Tomas Kirkegaard, Viacheslav Demushkin, Clive, phil, luxxa, peterjs, tetamusha, pallavk, michaelsx, LichHunter, fratervital, Marpin, SxK, mglvsky, Pembo, Priyav Shah, ChazBeaver, Kim, JonGoogle, matt p, tim, ybaroj, Mr. Monet Baches, NoX, knurreleif, bosnaufal, Alex Vera, fathulk, nh3, Peter, Charles Silva, Tyvren, BI0L0G0S, fonte-della- bonitate, Alex Paterson, Ar, sK0pe, criss, Dnehring, Justin, hylk, 邱國玉KoryChiu, KSzykula, Loutci, jgarzadi, vladzapp, TonyDuan, Brian Starke, Jacobrale, Arvet, Jim C, frank2108, Bat-fox, M.Bergsprekken, sh-r0, Emmerich, davzucky, 3speed, 7KiLL, nu11p7r, Douglas Thomas, Ross, Dave Dashefsky, gignom, Androlax, Dakota, soup, Mac, Quiaro, bittersweet, earthian, Benedict Sonntag, Plockn, Palmen, SD, CyanideData, Spencer Flagg, davide, ashirsc, ddubs, dahol, C. Willard A.K.A Skubaaa, ddollar, Kelvin, Gwynspring, Richard, Zoltán, FirstKix, Zeux, CodeTex, shoedler, brk, Ben Damman, Nils Melchert, Ekoban, D., istoleyurballs , gaKz, ComputerPone, Cell the Führer, defaltastra, Vex, Bulletcharm, cosmincartas, Eccomi, vsa, YvesCB, mmsaf, JonathanHart, Sean Hogge, leat bear, Arizon, JohannesChristel, Darmock, Olivier, Mehran, Anon, Trevvvvvvvvvvvvvvvvvvvv, C8H10N4O2, BeNe, Ko-fi Supporter :3, brad, rzsombor, Faustian, Jemmer, Antonio Sanguigni, woozee, Bluudek, chonaldo, LP, Spanching, Armin, BarbaPeru, Rockey, soba, FalconOne, eizengan, むらびと, zanneth, 0xk1f0, Luccz, Shailesh Kanojia, ForgeWork , Richard Nunez, keith@groupdigital.com, pinklizzy, win_cat_define, Bill, johhnry, Matysek, anonymus, github.com/wh1le, Iiro Ullin, Filinto Delgado, badoken, Simon Brundin, Ethan, Theo Puranen Åhfeldt, PoorProgrammer, lukas0008, Paweł S, Vandroiy, Mathias Brännström, Happyelkk, zerocool823, Bryan, ralph_wiggums, DNA, skatos24, Darogirn , Hidde, phlay, lindolo25, Siege, Gus, Max, John Chukwuma, Loopy, Ben, PJ, mick, herakles, mikeU-1F45F, Ammanas, SeanGriffin, Artsiom, Erick, Marko, Ricky, Vincent mouline
Full Changelog :
v0.53.0...v0.54.0 -
🔗 benji.dog rss

Sick day meant we got to finish our Lego Sherlock Holmes book nook
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🔗 r/wiesbaden Das Gerät hat mich die ganze Nacht genervt rss
Hat wohl was mit geomapping / Vermessung zu tun. Aber warum gerade hier, weiss da jemand mehr ?
letzter Zeit hab ich noch die gesehen, hoffe es macht auch Sinn und ist nicht zu teuer
https://www.wiesbaden.de/rathaus/smart-city/kurzinformation_kamerafahrzeuge
submitted by /u/Kind_Ad_5086
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🔗 HexRaysSA/plugin-repository commits sync repo: +2 plugins, +4 releases, -1 release, ~1 changed rss
sync repo: +2 plugins, +4 releases, -1 release, ~1 changed ## New plugins - [Patching](https://github.com/starsunyzl/idapatching) (0.3.0) - [function-string-associate](https://github.com/oxiKKK/ida-function-string-associate) (1.0.0) ## New releases - [IFL](https://github.com/hasherezade/ida_ifl): 1.5.3 - [bitopt](https://github.com/teflate/bitopt): 1.0.1 ## Changes - [IFL](https://github.com/hasherezade/ida_ifl): - removed version(s): 1.5.2 - [bitopt](https://github.com/teflate/bitopt): - 1.0.0: archive contents changed, download URL changed -
🔗 Servo Blog January in Servo: preloads, better forms, details styling, and more! rss
Servo 0.0.5 is here, bringing with it lots of improvements in web platform features. Some highlights:
- < link rel=preload> (@TimvdLippe, @jdm, #40059)
- < style blocking> and < link blocking> (@TimvdLippe, #42096)
- < img align> (@mrobinson, #42220)
- < select disabled> (@simonwuelker, #42036)
- OGG files can now be played in < audio> (@jdm, #41789)
- ‘cursor-color’ (@mrobinson, #41976)
- ‘content:
’ works on all elements (@andreubotella, #41480) - ‘::details-content’ on <details> (@lukewarlow, #42107)
- ‘:open’ on <details> (@lukewarlow, #42195)
- ‘:active’ on (@mrobinson, #42095)
- Origin API (@WaterWhisperer, #41712)
- MouseEvent.detail (@mrobinson, #41833)
- Request.keepalive (@TimvdLippe, @WaterWhisperer, #41457, #41811)
- Cyclic imports , import attributes , and JSON modules (@Gae24, #41779)
- navigator.sendBeacon() is enabled by default (@TimvdLippe, #41694)
https_proxy,HTTPS_PROXY, andNO_PROXY(@Narfinger, #41689)- ML-KEM , ML-DSA , and AES-OCB in Crypto (@kkoyung, #41604, #41617, #41615, #41627, #41628, #41647, #41659, #41676, #41791, #41822, #41813, #41829)

Web APIs Servo now plays OGG media inside <audio> elements (@jdm, #41789)! We disabled this feature many years ago due to bugs in GStreamer, our media playback engine, but those bugs have since been fixed. We now support non-px sizes for width and height attributes in <svg> elements (@rodio, #40761). Inactive documents will now correctly reject fullscreen mode changes (@stevennovaryo, #42068). We’ve enabled support for the navigator.sendBeacon() by default (@TimvdLippe, #41694); the dom_navigator_sendbeacon_enabled preference has been removed. As part of this work, we implemented the keepalive feature of the Request API (@TimvdLippe, @WaterWhisperer, #41457, #41811). That’s not all for network-related improvements! Quota errors from the fetchLater() API provide more details (@TimvdLippe, #41665), and fetch response body promises now reject when invalid gzip content is encountered (@arayaryoma, #39438). Meanwhile, EventSource connections will no longer endlessly reconnect for permanent failures (@WaterWhisperer, #41651, #42137), and now use the correct ‘Last-Event-Id’ header when reconnecting (@WaterWhisperer, #42103). Finally, Servo will create PerformanceResourceTiming entries for requests that returned unsuccessful responses (@bellau, #41804). There has been lots of work related to navigating pages and loading iframes. We process URL fragments more consistently when navigating via window.location (@TimvdLippe, #41805, #41834), and allow evaluating javascript: URLs when a document’s domain has been modified (@jdm, #41969). XML documents loaded in an <iframe> no longer inherit their encoding from the parent document (@simonwuelker, #41637). We’re also made it possible to use blob: URLs from inside ‘about:blank’ and ‘about:srcdoc’ documents (@jdm, #41966, #42104). Finally, constructed documents (e.g. new Document()) now inherit the origin and domain of the document that created them (@TimvdLippe, #41780), and we implemented the new Origin API (@WaterWhisperer, #41712). Servo’s mixed content protections are steadily increasing. Insecure requests (e.g. HTTP) originating from <iframe> elements can now be upgraded to secure protocols (@WaterWhisperer, #41661), and redirected requests now check the most recent URL when determining if the protocol is secure (@WaterWhisperer, #41832). < style blocking> and < link blocking> can now be used to block rendering while loading stylesheets that are added dynamically (@TimvdLippe, #42096), and stylesheets loaded when parsing the document will block the document ‘load’ event more consistently (@TimvdLippe, @mrobinson, #41986, #41987, #41988, #41973). We also fire the ‘error’ event if a fetched stylesheet response is invalid (@TimvdLippe, @mrobinson, #42037). Servo now leads other browsers in support for new Web Cryptography algorithms! This includes full support for ML-KEM (@kkoyung, #41604, #41617, #41615, #41627), ML-DSA (@kkoyung, #41628, #41647, #41659, #41676), and AES-OCB (@kkoyung, #41791, #41822, #41813, #41829), plus improvements to AES-GCM (@kkoyung, #41950). Additionally, the error messages returned by many Crypto APIs are now more detailed (@PaulTreitel, @danilopedraza, #41964, #41468, #41902). JS module loading received a lot of attention – we’ve improved support for cyclic imports (@Gae24, #41779), import attributes (@Gae24, #42185), and JSON modules (@Gae24, @jdm, #42138). Additionally, the attribute now triggers preload fetch operations that can improve page load speeds (@TimvdLippe, @jdm, #40059). IndexedDB support continues to make progress, though for now the feature is disabled by default (--pref dom_indexeddb_enabled). This month we gained improvements to connection queues (@gterzian, #41500, #42053) and request granularity (@gterzian, #41933). We were accidentally persisting SessionStorage data beyond the current session, but this has been corrected (@arihant2math, #41326). Text input fields have received a lot of love this month. Clicking in an input field will position the cursor accordingly (@mrobinson, @jdm, @Loirooriol, #41906, #41974, #41931), as will clicking past the end of a multiline input (@mrobinson, @Loirooriol, #41909). Selecting text with the mouse in input fields works (@mrobinson, #42049), and double and triple clicks now toggle selections (@mrobinson, #41926). Finally, we fixed a bug causing the input caret to be hidden in <input> elements inside of Shadow DOM content (@stevennovaryo, #42233). ‘cursor-color’ is respected when rendering the input cursor (@mrobinson, #41976), and newlines can no longer be pasted into single line inputs (@mrobinson, #41934). Finally, we fixed a panic when focusing a text field that is disabled (@mrobinson, #42078), as well as panics in APIs like HTMLInputElement.setRangeText() that confused bytes and UTF-8 character indices (@mrobinson, #41588). We also made time to improve form controls! The default styling of many controls received some care (@mrobinson, #42085), while < input type=button> can now be styled with the ‘:active’ pseudo-class (@mrobinson, #42095). Conversely, disabled < select> elements can no longer be activated (@simonwuelker, #42036). Mouse events triggered by the embedder are more complete; MouseEvent.detail correctly reports the click count for ‘mouseup’ and ‘mousedown’ events (@mrobinson, #41833), and many other members are now consistent with other mouse events (@mrobinson, #42013). Performing a pinch zoom on mobile is now reflected in the VisualViewport API (@stevennovaryo, #41754), though for now the feature is disabled by default (--pref dom_visual_viewport_enabled). We’ve changed the behaviour of Web APIs that use the [Clamp] annotation (such as Blob.slice()). The previous implementation would cast floating point values to their integer equivalents, but the standard requires more specific rounding logic (@Taym95, #41640). The RGBA8 constant is now available in WebGL 1 rendering contexts; it was previously only available in WebGL 2 contexts (@simonwuelker, #42048). Fonts were another area of focus this month. Loading web fonts from file: URLs works as expected (@TimvdLippe, #41714), as does using web fonts within Shadow DOM content (@minghuaw, #42151). Each web font request now creates a PerformanceResourceTiming entry (@lumi-me- not, #41784). Servo supports font variations as of November 2025, so as of this month, the FontFace constructor no longer ignores the ‘font-variation-settings’ property (@muse254, #41968). Cursive scripts now ignore the ‘letter-spacing’ CSS property (@mrobinson, #42165), and we significantly reduced the time and memory required when rendering non-ASCII text (@mrobinson, @Loirooriol, #42105, #42162) and when text nodes share the same font (@mrobinson, #41876). CSS __ There were lots of improvements to block layout algorithms (@Loirooriol, #41492, #41624, #41632, #41655, #41652, #41683). These often affect pages where a block element (such as a <div>) exists within some other layout mode (such as an inline <span>, or a flexbox context), and fixes like these ensure Servo matches the output of other browsers. Elements with scrollable overflow can be scrolled more consistently, even with CSS transforms applied to them (@stevennovaryo, #41707, #42005). You can now use ‘content: ’ on any element (@andreubotella, #41480). Generated image content used to only work with pseudo-elements, but that restriction no longer applies. < details> elements can now be styled with the ‘::details-content’ pseudo-element (@lukewarlow, #42107), as well as the ‘:open’ pseudo-class (@lukewarlow, #42195). CSS styles now inherit correctly through ‘display: contents’ as well as < slot> elements in Shadow DOM content (@longvatrong111, @Loirooriol, @mrobinson, #41855). ‘overflow-clip-margin’ now works correctly when ‘border-radius’ is present (@Loirooriol, #41967). We fixed bugs involving text inside flexbox elements: they now use consistent baselines for alignment (@lukewarlow, @mrobinson, #42038), and style updates are propagated to the text correctly (@mrobinson, #41951). < img align> now aligns the image as expected (@mrobinson, #42220). ‘word-break: keep-all’ now prevents line breaks in CJK text (@RichardTjokroutomo, #42088). We also fixed some bugs involving floats , collapsing margins , and phantom line boxes (@Loirooriol, #41812), which sound much cooler than they actually are. Finally, we upgraded our Stylo dependency to the latest changes as of January 1 2026 (@Loirooriol, #41916, #41696). Stylo powers our CSS parsing and style resolution engine, and this upgrade improves support for parsing color functions like ‘color-mix()’ , and improves our CSS animations and transitions for borders and overflow clipping. Automation and introspection Last month Servo gained support for HTTP proxies. We now support HTTPS proxies as well (@Narfinger, #41689), which can be configured with the https_proxy or HTTPS_PROXY environment variables, or the network_https_proxy_uri preference. In addition, the NO_PROXY environment variable or the network_http_no_proxy preference can disable any proxy for particular domains. Our developer tools integration continues to improve. Worker globals are now categorized correctly in the UI (@atbrakhi, #41929), and the Sources panel is populated for very short documents (@atbrakhi, #41983). Servo will report console messages that were logged before the developer tools are opened (@eerii, @mrobinson, #41895). Finally, we fixed a panic when selecting nodes in the layout inspector that have no style information (@eerii, #41800). We’re working towards supporting pausing in the JS debugger (@eerii, @atbrakhi, @jdm, #42007), and breakpoints can be toggled through the UI (@eerii, @atbrakhi, #41925, #42154). While the debugger is paused, hovering over JS objects will report the object’s properties for builtin JS classes (@eerii, @atbrakhi, #42186). Stay tuned for more JS debugging updates in next month’s blog post! Servo’s WebDriver server is also maturing. Evaluating a synchronous script that returns a Promise will wait until that promise settles (@yezhizhen, #41823). ‘touchmove’ events are fired for pointer actions when a button is pressed (@yezhizhen, #41801), and ‘touchcancel’ events are fired for canceled pointer action items (@yezhizhen, #41937). Finally, any pointer actions that would trigger duplicate ‘mousemove’ events are silently discarded (@mrobinson, #42034). Element Clear commands now test whether the element is interactable (@yezhizhen, #42124). Now a null script execution timeout value will never trigger a timeout (@yezhizhen, #42184), and synthesized ‘pointermove’ events have a consistent pointerId value (@yezhizhen, #41726). Embedding
You can now cross-compile Servo using Windows as the host (@yezhizhen, #41748).
We’ve pinned all git dependencies to specific revisions, to reduce the risk of build failures (@Narfinger, #42029). We intend to eventually forbid git dependencies in Servo libraries, which will help unblock releasing Servo on crates.io.
SiteDataManager now has a new clear_site_data() method to clear all stored data for a particular host (@janvarga, #41618, #41709, #41852).
Our nightly testing UI, servoshell , now respects any customized installation path on Windows (@yezhizhen, #41653). We fixed a crash in the Android app when pausing the application (@NiklasMerz, #41827). Additionally, clicking inside a webview in the desktop app will remove focus from any browser UI (@mrobinson, #42080).
We’ve laid more groundwork towards exposing accessibility tree information from webviews (@delan, @lukewarlow, @alice, #41924). There’s nothing to test yet, but keep an eye on our tracking issue if you want to be notified when nightly builds are ready for testing!
Stability & performance We’ve converted many uses of IPC channels in the engine to channels that are more efficient when multiprocess mode is disabled (@Narfinger, @jdm, @sagudev, @mrobinson, #41178, #41071, #41733, #41806, #41380, #41809, #41774, #42032, #42033, #41412). Since multiprocess mode is not yet enabled by default (--multiprocess), this is a significant boost to Servo’s everyday performance. Servo now sets a socket timeout for HTTP connections (@Narfinger, @mrobinson, #41710). This is controlled by the network_connection_timeout preference, and defaults to 15 seconds. Each instance of Servo now starts four fewer threads (@Narfinger, #41740). Any network operations that trigger a synchronous UI operation (such as an HTTP authentication prompt) no longer blocks other network tasks from completing (@Narfinger, @jdm, #41965, #41857). It’s said that one of the hardest problems in computer science is cache invalidation. We improved the memory usage of dynamic inline SVG content by evicting stale SVG tree data from a cache (@TomRCummings, #41675). Meanwhile, we added a new cache to reduce memory usage and improve rendering performance for pages with animating images (@Narfinger, #41956). Servo’s JS engine now accounts for 2D and 3D canvas-related memory usage when deciding how often to perform garbage collection (@sagudev, #42180). This can reduce the risk of out-of-memory (OOM) errors on pages that create large numbers of short- lived WebGL or WebGPU objects. To reduce the risk of panics involving the JS engine integration, we’re continuing to use the Rust type system to make certain kinds of dynamic borrow failures impossible (@sagudev, #41692, #41782, #41756, #41808, #41879, #41878, #41955, #41971, #42123). We also continue to identify and forbid code patterns that can trigger rare crashes when garbage collection happens while destroying webviews (@willypuzzle, #41717, #41783, #41911, #41911, #41977, #41984, #42243). This month also brought fixes for panics in parallel layout (@mrobinson, #42026), WebGPU (@WaterWhisperer, #42050), <link> fetching (@jdm, #42208), Element.attachShadow() (@mrobinson, #42237), text input methods (@mrobinson, #42240), Web Workers when the developer tools are active (@mrobinson, #42159), IndexedDB (@gterzian, #41960), and asynchronous session history updates (@mrobinson, #42238). Node.compareDocumentPosition() is now more efficient (@webbeef, #42260), and selections in text inputs no longer require a full page layout (@mrobinson, @Loirooriol, #41963). Donations
Thanks again for your generous support! We are now receiving 7007 USD/month (−1.4% over December) in recurring donations. This helps us cover the cost of our speedy CI and benchmarking servers, one of our latest Outreachy interns , and funding maintainer work that helps more people contribute to Servo.
Servo is also on thanks.dev, and already 33 GitHub users (+3 over December) that depend on Servo are sponsoring us there. If you use Servo libraries like url, html5ever, selectors, or cssparser, signing up for thanks.dev could be a good way for you (or your employer) to give back to the community.
We now have sponsorship tiers that allow you or your organisation to donate to the Servo project with public acknowlegement of your support. A big thanks from Servo to our newest Bronze Sponsor: str4d! If you’re interested in this kind of sponsorship, please contact us at join@servo.org.
7007 USD/month
10000
Use of donations is decided transparently via the Technical Steering Committee’s public funding request process , and active proposals are tracked in servo/project#187. For more details, head to our Sponsorship page.
Conference talks and blogs
There were two talks about Servo at FOSDEM 2026 (videos and slides here):
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Implementing Streams Spec in Servo – Taym Haddadi (@taym95) described the challenges of implementing the Streams Standard.
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The Servo project and its impact on the web platform – Manuel Rego (@rego) highlighted the ways that Servo has shaped the web platform and contributed to web standards since it started in 2012.
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