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  1. Neobrutalism components - Start making neobrutalism layouts today
  2. Debunking zswap and zram myths
  3. Building a Pipeline for Agentic Malware Analysis | Tim Blazytko
  4. Study of Binaries Created with Rust through Reverse Engineering - JPCERT/CC Eyes | JPCERT Coordination Center official Blog
  5. Letting AI Actively Manage Its Own Context | 明天的乌云

generated: March 31, 2026 at 18:16:53

  1. March 31, 2026
    1. 🔗 r/Yorkshire Upcoming planned engineering work effecting TPE rss

      Upcoming planned engineering work effecting TPE | submitted by /u/CaptainYorkie1
      [link] [comments]
      ---|---

    2. 🔗 r/reverseengineering dexfinder: A Lightning-fast, Pure-Go Alternative to Android's veridex with N-level Call Tracing & ProGuard Deobfuscation rss

      submitted by /u/Designer_Engine7577
      [link] [comments]

    3. 🔗 r/reverseengineering I reverse-engineered the WHOOP 4.0 Bluetooth protocol and built a PoC Flutter app. Read /research first! rss

      submitted by /u/Abdul_Saheel
      [link] [comments]

    4. 🔗 r/reverseengineering your hex editor should color-code bytes rss

      submitted by /u/S1monom1
      [link] [comments]

    5. 🔗 r/Leeds Breaking News, Yorkshire Buses closing up shop at 8pm tonight rss

      Yorkshire Buses who run the following routes:

      1 (Leeds BS to Wakefield Power Par)

      30 (Horsfroth to Pudsey)

      51 (Doncaster to Norton on Sundays/BH)

      61 (St James Hospital to South Leeds Stadium)

      61A (St James Hospital to Cross Green/Hunslet)

      116 (Leeds to Wakefield via Osset)

      118 (White Rose Centre to Wakefield, limited service)

      212 (Dewsbury to Wakefield)

      https://bustimes.org/operators/yorkshire-travel-group

      Will be closing up shop at 8pm tonight

      submitted by /u/CaptainYorkie1
      [link] [comments]

    6. 🔗 r/LocalLLaMA How it started vs How it's going rss

      How it started vs How it's going | Unrelated, simple command to download a specific version archive of npm package: npm pack @anthropic-ai/claude-code@2.1.88 submitted by /u/HornyGooner4401
      [link] [comments]
      ---|---

    7. 🔗 r/Yorkshire The March Hare rss

      The March Hare | submitted by /u/aspiranthighlander
      [link] [comments]
      ---|---

    8. 🔗 @binaryninja@infosec.exchange Join [@mr_phrazer](https://infosec.exchange/@mr_phrazer) with us on Thursday mastodon

      Join @mr_phrazer with us on Thursday @4pm ET to pit machine versus machine!

      We'll be comparing LLM options for both assisted and fully-automatic reverse engineering, including different CLI interfaces, MCP servers, plugins, and agents.

      Get notified so you don't miss who comes out on top of reversing's biggest battle yet: https://www.youtube.com/live/TBqBpaqecMA

    9. 🔗 r/reverseengineering [Challenge] Ropper and ROPgadget are blind to this standard binary. Can you build a 48-byte ROP chain without using my tool, LCSAJdump? rss

      submitted by /u/LCSAJdump
      [link] [comments]

    10. 🔗 r/reverseengineering Quick write-up: TLS callbacks in a real malware sample (Rust runtime initialization) rss

      submitted by /u/MalRE429
      [link] [comments]

    11. 🔗 r/Yorkshire North Yorkshire doing what it does best. Is there a better harbor view in the UK? rss

      North Yorkshire doing what it does best. Is there a better harbor view in the UK? | submitted by /u/UnpaidInternVibes
      [link] [comments]
      ---|---

    12. 🔗 r/Harrogate Light bulbs recycling rss

      Does anyone know of any stores that have a bin for recycling light bulbs? I don't drive so going all the way to the household waste recycling centre isn't the most convenient for me.

      thanks!

      submitted by /u/jaf_1987
      [link] [comments]

    13. 🔗 r/wiesbaden Moved to Wiesbaden rss

      Hi all, my Family just moved here a week ago and I was curious on what we could do with our 1 year old, best restaurants, bakeries, etc. if anyone has any in mind :)

      submitted by /u/daddyciwa
      [link] [comments]

    14. 🔗 r/Yorkshire The Tiled Hall Cafe, Leeds Art Gallery rss

      submitted by /u/Yorkshire-List
      [link] [comments]

    15. 🔗 r/Leeds The Tiled Hall Cafe rss

      Surely one of the prettiest places to enjoy a coffee and a cake in Leeds – the mosaic ceiling is stunning!

      You'll find it inside Leeds Art Gallery if you haven't been already.

      submitted by /u/Yorkshire-List
      [link] [comments]

    16. 🔗 r/Leeds Potential Money Saving Trick (Leeds to London Commute) rss

      I have been commuting between Leeds and London for the past 8-9 months, ever since I relocated. However, every time I commuted, the cost of a return ticket with a railcard was a staggering £60 to £70.

      This is where I applied a bit of Logic and Maths to determine whether there is a way to get to London at a lower cost. Below is what I do nowadays:

      • Purchase Norther Line or LNER ticket from Leeds to Doncaster with railcard which costs me around £5 - £6
      • Purchase Hull Trains or Grand Central line tickets from Doncaster to Kings Cross for a price between £18 - £21

      This has effectively brought down my cost by almost 50% although I must admit that there is an increase in journey time by approx 35 - 40 minutes.

      submitted by /u/BondBagri
      [link] [comments]

    17. 🔗 r/york York > Whitby - stop along the way? rss

      Hello all!

      My partner and I live in York and we're driving to Whitby on Friday for the weekend

      We've done the trip loads of times but always on public transport (shout out coastliner my fave bus route ever) and we're only recently on the road in a car.

      We realised we don't actually know the area that well outside of York & Whitby, and want to break the drive up and explore a bit, does anyone have any recommendations of places we could stop for lunch/a wander/something fun to see on the drive over? Not bothered if it's a bit off the beaten track or a slight detour, any suggestions welcome :)

      submitted by /u/throwaway1335927
      [link] [comments]

    18. 🔗 r/york Housing rss

      where can we look for housing in York? it seems so so limited in the centre or even up clifton way. I'd be ideally after a houseshare as I think living alone would be bad for me but I can't find anything or anyone to hunt with and every lead I have falls apart.

      I'd be moving in aug/September (starting a Master's; placement-heavy so happy to live with professionals) and getting genuinely really downtrodden by the whole thing. I've had really bad housemate situations before so I'm careful as is but options are really very limited...

      spareroom/rightmove/zoopla/the usual private lettings agents have the odd option but they're HMOs and I don't know anyone in York yet and I'm not rich lol

      submitted by /u/4rami4
      [link] [comments]

    19. 🔗 r/Harrogate Hoxton North Closure? rss

      I’m sorry…what?!?

      This place is always packed, I always have to wait for a table to eat, how is this place not a viable business anymore? This makes no sense to me and I’m sad to see them go…

      submitted by /u/CyclePrevious9043
      [link] [comments]

    20. 🔗 r/LocalLLaMA Claude code source code has been leaked via a map file in their npm registry rss

      Claude code source code has been leaked via a map file in their npm registry | From Chaofan Shou on 𝕏 (files): https://x.com/Fried_rice/status/2038894956459290963 submitted by /u/Nunki08
      [link] [comments]
      ---|---

    21. 🔗 MetaBrainz MerchBrainz rss

      We have added a range of great new MetaBrainz designs to our merch store: https://www.redbubble.com/people/metabrainz/shop

      These designs by Monkey, previously only available to MetaBrainz summit attendees, have been lightly modified (summit-specific text removed) for everyday wear. Are many people going to know what you're repping? No. Are the ones that do going to go " DAAAAAAAAAAAAMN IT'S THE BRAINZ YO"? Most definitely!

      Note: We don 't print 'em, so these mockups may differ from the final product.

      Choose your fighter: synth, bollywood, psychedelic, vaporwave or black metal, as well as the classic logo and unicorn designs. We also dropped a couple of additional designs today. As well as a 'new notes!?' sticker/magnet there is a new "I made 1,ooo edits and all I got was this lousy T-shirt" design, and a 100,000 edit version. Rumour has it there are secret versions of this shirt available for super high-scorers…

      Do you have great/fun/stupid ideas for MetaBrainz-themed shirts or other merch? Let us know!

    22. 🔗 r/reverseengineering Introducing the Rootkit Techniques Matrix and updates to the Guide rss

      submitted by /u/rkhunter_
      [link] [comments]

    23. 🔗 Cryptography & Security Newsletter Web PKI Reimagined with Merkle Tree Certificates rss

      In the past several years, the world has been busy with the migration to post-quantum cryptography, but you couldn’t hear much of Google's plans when it comes to Web PKI. However, work has been in progress for several years, going back to at least early 2023. In late 2025, joining with other interested parties, Google migrated its work to an IETF working group called PLANTS. Work is now ongoing to refine the design and validate it in collaboration with Cloudflare. Recently, Google published a blog post to officially announce this work and provide further details about its future steps. In short, the core design is baked, and the remainder of 2026 will be spent on validating the core technology. In 2027, Google will bootstrap the next-generation Web PKI.

    24. 🔗 mhx/dwarfs dwarfs-0.15.2 release

      32-bit glibc Build Fixes and FUSE Driver Cleanup

      32-bit native build fixes

      (#354)

      This release fixes a set of issues that showed up in native 32-bit builds, most notably on openSUSE Tumbleweed with glibc. The most important one was related to sparse file tests that create files larger than 4 GiB: glibc requires _FILE_OFFSET_BITS=64 for 64-bit file operations in that environment, and without it those tests would fail. This was not just a test bug, all the binaries simply could not deal with files larger than 4 GiB in this scenario.

      However, this was only an issue for glibc-based 32-bit builds. It did not affect musl-libc-based builds, which is why it went unnoticed for some time. This did not affect the statically linked release binaries, which are using musl-libc.

      A few additional 32-bit related issues were also fixed: the formatting code for times and ratios relied too heavily on floating-point arithmetic and turned out not to be deterministic across platforms and compilers. That code has now been rewritten to use integer arithmetic instead, avoiding platform- specific behavior. A bug in the test code itself, which surfaced only with GCC, has been fixed as well.

      FUSE driver refactoring

      The FUSE drivers (dwarfs, dwarfs2) have gone through a substantial internal cleanup and refactoring pass in this release. This fixes a number of subtle startup and option-handling issues and makes the behavior of the different driver variants much more consistent.

      One visible improvement is error reporting for invalid options. For example, if -o image_size=1234 was used instead of the correct -o imagesize=1234, older versions would end up reporting a misleading filesystem loading failure rather than flagging the unknown option directly. That kind of behavior has now been fixed.

      Internally, this also removes a great deal of preprocessor-heavy startup logic that had diverged over time across the various FUSE implementations and modes (high-level, low-level, Windows, FUSE v2, and FUSE v3). The resulting code is much easier to follow, more consistent across platforms, and better covered by tests.

      Bug fixes

      • The image size was not passed correctly to one instance of the filesystem parser, which caused errors when loading a DwarFS image embedded inside a larger file (for example, a multi-layer file). Thanks to Ruan Formigoni for the pull request fixing this issue.

      • The performance monitor timer for op_lseek in the FUSE driver was not initialized correctly. This could lead to segmentation faults or bus errors due to an uninitialized index into a std::deque. The issue has been fixed, and an additional check has been added to catch similar errors in the future.

      • Native 32-bit glibc builds could fail in tests involving sparse files larger than 4 GiB because _FILE_OFFSET_BITS=64 was required for 64-bit file operations. Additional non-deterministic test failures related to time and ratio formatting were also fixed by rewriting that code to use integer arithmetic instead of floating-point arithmetic. A separate test bug that surfaced only with GCC was fixed as well. Addresses #354.

      • The FUSE drivers (dwarfs, dwarfs2) were refactored to eliminate a number of subtle startup and option-handling issues and to make behavior much more consistent across the various supported FUSE variants.

      • The manual pages shown with --man for all tools unintentionally included the license header from XML comments at the top of the source files. The renderer now ignores those comments.

      Build

      • After benchmarking the latest mimalloc allocator, it turns out to perform mostly on par with jemalloc. It is still less configurable, but it is clearly usable when that extra configurability is not needed.

      • The small universal release binaries are now built with mimalloc instead of jemalloc, reducing their size by about 10%.

      • Older Clang versions, such as those shipped with Ubuntu 22.04, are no longer supported because they cannot use libstdc++'s std::expected implementation. DwarFS can still be built on Ubuntu 22.04 with GCC.

      Test

      • A few particularly slow tests were identified through profiling and have been reworked to run faster while still covering most of the same code paths.

      New Contributors

      Full Changelog : v0.15.1...v0.15.2

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    25. 🔗 r/reverseengineering hCAPTCHA Reverse Engineered rss

      submitted by /u/Electrical-Flight570
      [link] [comments]

    26. 🔗 r/reverseengineering hCAPTCHA Reverse Engineered rss

      submitted by /u/Electrical-Flight570
      [link] [comments]

    27. 🔗 backnotprop/plannotator v0.16.2 release

      Follow @plannotator on X for updates

      Missed recent releases? Release | Highlights
      ---|---
      v0.16.1 | SSE stream idle timeout fix for external annotations API
      v0.16.0 | GitHub Copilot CLI, external annotations API, bot callback URLs, interactive checkboxes, print support, diff display options
      v0.15.5 | Custom display names, GitHub viewed file sync, expand/collapse all in file tree, search performance, WSL fix
      v0.15.2 | Compound Planning skill, folder annotation, /plannotator-archive slash command, skill installation via platform installers
      v0.15.0 | Live AI chat in code review, plan archive browser, folder file viewer, resizable split pane, Pi full feature parity
      v0.14.5 | GitLab merge request review, login page image fix, Windows install path fix
      v0.14.4 | GitHub review submission, repo identifier in tab title, nested code fence parser fix, Pi paste URL wiring
      v0.14.3 | PR context panel, diff search in code review, OpenCode permission normalization, landing page redesign
      v0.14.2 | OpenCode plan mode prompt replacement, Windows non-ASCII path fix, Pi link fix
      v0.14.1 | Single submit_plan with auto-detect, viewed-file draft persistence, Bear nested tag fix
      v0.14.0 | PR review via GitHub URL, /plannotator-last for annotating agent messages, OpenCode plan mode permissions fix, VS Code SSH proxy fix

      What's New in v0.16.2

      v0.16.2 focuses on annotation UX. Comment popovers are now draggable, annotation counts surface across sidebar tabs, and the code review diff viewer supports custom fonts. 4 PRs.

      Draggable Comment Popovers

      Comment popovers in both plan review and code review can now be repositioned by dragging their header bar. Previously, popovers near viewport edges or at the bottom of long documents would clip or overlap content, forcing users to scroll to work around them. A shared useDraggable hook handles the drag mechanics with a 3px movement threshold that prevents interfering with header button clicks. Once dragged, auto-positioning pauses so the popover stays where you put it. Position resets when a new annotation is selected.

      The same drag behavior applies to the annotation toolbar in code review line comments.

      Cross-File Annotation Visibility

      Annotations are now visible across sidebar tabs. The Files and Vault browsers show per-file annotation count badges, with folders displaying aggregate counts from descendants. A summary header reports "N annotations in M files" when any file has annotations. Dot indicators appear on the Files and Vault tab icons when annotated files exist, even when the sidebar is collapsed.

      The table of contents badge was redesigned from a heavy accent circle to a lighter muted rounded badge, and the same component is reused across all sidebar trees. Navigation back buttons now adapt based on context, returning to the correct sidebar tab when navigating between files.

      Custom Diff Fonts

      The code review diff viewer now supports custom monospace fonts and font size adjustments. A Code Font dropdown and font size slider appear in the Display settings tab. Nine fonts are available: Fira Code, Hack, IBM Plex Mono, Inconsolata, JetBrains Mono, Red Hat Mono, Roboto Mono, Source Code Pro, and Atkinson Hyperlegible Mono. Fonts load on demand from Google Fonts and jsDelivr CDN. The overrides apply to the diff shadow DOM, annotations, suggestions, and AI chat code blocks. Settings persist via the ConfigStore system.

      Additional Changes

      • OpenCode verbose log fix. Removed writeRemoteShareLink stderr output that flooded the TUI on remote sessions, and stripped leftover debug logs from the PR viewed files feature (#440, closing #435 reported by @h4rvey-g)

      Install / Update

      macOS / Linux:

      curl -fsSL https://plannotator.ai/install.sh | bash

      Windows:

      irm https://plannotator.ai/install.ps1 | iex

      Claude Code Plugin: Run /plugin in Claude Code, find plannotator , and click "Update now".

      Copilot CLI:

      /plugin marketplace add backnotprop/plannotator
/plugin install plannotator-copilot@plannotator

      OpenCode: Clear cache and restart:

      rm -rf ~/.bun/install/cache/@plannotator

      Then in opencode.json:

      {
  "plugin": ["@plannotator/opencode@latest"]
}

      Pi: Install or update the extension:

      pi install npm:@plannotator/pi-extension

      What's Changed

      • fix(opencode): remove verbose logs that flood the TUI by @backnotprop in #440
      • feat(review): custom diff font family and size overrides by @backnotprop in #441
      • feat(ui): draggable comment popover and annotation toolbar by @backnotprop in #442
      • feat(ui): cross-file annotation visibility and adaptive navigation by @backnotprop in #444

      Community

      @h4rvey-g reported the OpenCode TUI flooding issue in #435, which led to the verbose log cleanup in #440.

      Full Changelog : v0.16.1...v0.16.2

    28. 🔗 r/Yorkshire Gresley Society announces major exhibition celebrating Sir Nigel Gresley’s 150th anniversary at The Danum Gallery in Doncaster. 04/04/2026 to 30/05/2026 rss

      Gresley Society announces major exhibition celebrating Sir Nigel Gresley’s 150th anniversary at The Danum Gallery in Doncaster. 04/04/2026 to 30/05/2026 | submitted by /u/CaptainYorkie1
      [link] [comments]
      ---|---

    29. 🔗 r/LocalLLaMA Qwen3.5-Omni results have been published by Alibaba rss

      Qwen3.5-Omni results have been published by Alibaba | submitted by /u/Fear_ltself
      [link] [comments]
      ---|---

    30. 🔗 Servo Blog February in Servo: faster layout, pause and resume scripts, and more! rss

      Servo 0.0.6 includes some exciting new features:

      Plus a bunch of new DOM APIs:

      Servo 0.0.6 showing ‘transform-style: preserve-3d’, ‘vertical-align’ shorthand with ‘baseline-shift’, objects being previewed in DevTools when passed to console.log(), pausing script execution in DevTools, and opening a modal &lt;dialog&gt; with <button command>

      This is a big update, so here’s an outline:

      Work in progress We’ve started working on accessibility support for web content (@alice, @delan, #42333, #42402), gated by a pref (--pref accessibility_enabled). Each webview will be able to expose its own accessibility tree, which the embedder can then integrate into its own accessibility tree. As part of this work: AccessKit now supports combining accessibility trees with its new “subtree” feature (@DataTriny, @delan, @lukewarlow, @alice, AccessKit/accesskit#655, AccessKit/accesskit#641) egui has been migrated to the new AccessKit API (@delan, @lukewarlow, @lucasmerlin, @DataTriny, emilk/egui#7850) we added a Servo API for activating accessibility features (@delan, @alice, #42336), although this has since become a WebView API We’ve started implementing document.execCommand() (@TimvdLippe, #42621, #42626, #42750), gated by a pref (--pref dom_exec_command_enabled). This feature is also enabled in experimental mode , and together with contenteditable , it’s critical for rich text editing on the web. The work done in February includes: document.queryCommandEnabled() (@TimvdLippe, #42634) document.queryCommandSupported() (@TimvdLippe, #42731) document.queryCommandIndeterm() , queryCommandState() , and queryCommandValue() (@TimvdLippe, #42748) the canonicalize whitespace algorithm – this is used by the ‘delete’, ‘forwardDelete’, and ‘insertText’ commands (@TimvdLippe, #42704) contentEditable on HTMLElement – for execCommand() only, excluding any support for interactive editing (@TimvdLippe, #42633, #42734) Developer tools

      DevTools has seen some big improvements in February!

      When enabled in servoshell, the DevTools server is more secure by default, listening only on localhost when only a port number is specified (@Narfinger, #42502). You can open the port for remote debugging by passing a full SocketAddr, such as --devtools=[::]:6080 or --devtools=0.0.0.0:6080.

      In the Inspector tab, you can now edit DOM attributes , and the DOM tree updates when attributes change (@simonwuelker, #42601, #42785). You can now list the event type and phase of event listeners attached to a DOM node as well (@simonwuelker, #42355).

      In the Console tab, objects can now be previewed when passed to console.log() and friends (@simonwuelker, #42296, #42510, #42752), and boolean values are now syntax highlighted (@pralkarz, #42513).

      In the Debugger tab, you can now pause and resume script execution, both manually and when breakpoints are hit (@eerii, @atbrakhi, #42599, #42580, #42874). We’ve also started working on other debugger features (@atbrakhi, @eerii, #42306), including stepping execution (@eerii, @atbrakhi, #42844, #42878, #42906), so once again stay tuned!

      Servo 0.0.6 showing DevTools debugger setting breakpoints, pausing on those breakpoints, and resuming script execution

      servoshell Back in August, we added a servo:preferences page to servoshell that allows you to set some of Servo’s most common preferences at runtime (@jdm, #38159). servoshell now has a servo:config page (@arihant2math, #40324), allowing you to set any preference, even internal ones. Note that preference changes are not yet persistent, and not all prefs take effect when changed at runtime. You can now press F5 to reload the page in servoshell (@Narfinger, #42538), in addition to pressing Ctrl+R or ⌘R. We’ve fixed a regression where the caret stopped being visible in the location bar (@mrobinson, #42470). Embedding API

      Servo is now easier to build offline , using the complete source tarball included in each release (@jschwe, #42852). Go to a release on GitHub, then download servo-[version]-src-vendored.tar.gz to get started.

      You can now add and remove user stylesheets with User­Content­Manager::add­_stylesheet and remove­_stylesheet, and remove user scripts with User­Content­Manager::remove­_script (@mukilan, #42288). Previously user stylesheets were only configurable via servoshell’s --user-stylesheet option.

      User stylesheets work a bit differently to userstyles , since they cascade via the user origin, not the author origin. For more details about the tradeoffs, check out Customising the web: browsers as user agents (slides).

      Before opening any context menus on behalf of web content, Servo now closes any context menus that were opened by web content (@mrobinson, #42487), to avoid UI problems on some platforms. This is done by calling WebView­Delegate::hide­_embedder­_control before calling show­_embedder­_control in those cases.

      Input method events from web content now indicate whether or not the virtual keyboard should be shown (@stevennovaryo, @mrobinson, #42467), with the new Input­Method­Control::allow­_virtual­_keyboard method. Generally the virtual keyboard should only be shown when the page has sticky activation.

      We’re reworking our gamepad API , with WebView­Delegate::play­_gamepad­_haptic­_effect and stop­_gamepad­_haptic­_effect being replaced by a new API that (as of the end of February at least) is known as GamepadProvider (@atbrakhi, #41568). The old methods are no longer called (#43743), and may be removed at some point.

      We now have better diagnostic output when we fail to create an OpenGL context (@mrobinson, #42873), including when the OpenGL versions supported by the device are too old.

      Servo::constellation_sender was removed (@jdm, #42389), since it was never useful to embedders.

      We’ve also made some changes to Preferences:

      • devtools­_server­_port is now devtools­_server­_listen­_address, and can now take either a port number (as before) or a full SocketAddr (@Narfinger, #42502)

      • dom­_worklet­_blockingsleep is now dom­_worklet­_blockingsleep­_enabled (@mukilan, #42897)

      • Removed many unused preferences (@mukilan, #42897) – js­_asyncstack, js­_discard­_system­_source, js­_dump­_stack­_on­_debuggee­_would­_run, js­_ion­_offthread­_compilation­_enabled, js­_mem­_gc­_allocation­_threshold­_avoid­_interrupt­_factor, js­_mem­_gc­_allocation­_threshold­_factor, js­_mem­_gc­_allocation­_threshold­_mb, js­_mem­_gc­_decommit­_threshold­_mb, js­_mem­_gc­_dynamic­_heap­_growth­_enabled, js­_mem­_gc­_dynamic­_mark­_slice­_enabled, js­_shared­_memory, js­_throw­_on­_asmjs­_validation­_failure, js­_throw­_on­_debuggee­_would­_run, js­_werror­_enabled, and network­_mime­_sniff

      More on the web platform If you navigate to a video file or audio file as a document , the player now has controls (@webbeef, #42488). Images now rotate according to their EXIF metadata by default (@rayguo17, #42567), like they would once we add support for ‘image-orientation: from-image’. We’re implementing system-font-aware font fallback (@mrobinson, #42466), with support for this on macOS landing this month (@mrobinson, #42776). This allows Servo to render text in scripts that are not covered by web fonts or any of the fonts on Servo’s built-in lists of fallback fonts, as long as they are covered by fonts installed on the system. Servo now supports the newer pointermove , pointerdown , pointerup , and pointercancel events (@webbeef, #41290). The older touchmove , touchstart , touchend , and touchcancel events continue to be supported. The default language in ‘Accept-Language’ and navigator.language is now taken from the $LANG environment variable if present (@webbeef, #41919), rather than always being set to en-US. < input type=color> now supports any CSS color value (@simonwuelker, #42275), including the more complex values like color-mix(). We’ve also landed the colorspace attribute (@simonwuelker, #42279), but only in the web- facing side of Servo for now, not the embedding API or in servoshell. ‘vertical-align’ is now a shorthand for ‘alignment-baseline’ and ‘baseline-shift’ (@Loirooriol, #42361), and scrollParent on HTMLElement is now a function per this recent spec update (@TimurBora, #42689). Cookies are now more conformant (@sebsebmc, #42418, #42427, #42435). ‘Expires’ and ‘Max-Age’ attributes are now handled correctly in ‘Set-Cookie’ headers, get() and getAll() on CookieStore now trim whitespace in cookie names and values, and the behaviour of set() on CookieStore has been improved. < iframe> elements are now more conformant in how load events are fired on the element and its contentWindow (@TimvdLippe, #42254), although there are still some bugs. This has long behaved incorrectly in Servo, and it has historically caused many problems in the Web Platform Tests. IndexedDB is now more conformant in our handling of transactions (@Taym95, #41508, #42732), and when opening and closing connections (@gterzian, @Taym95, #42082, #42669). We’ve started implementing Largest Contentful Paint timings (@shubhamg13, #42024), and we’ve landed a bunch of improvements to how First Contentful Paint timings work in Servo: we now include ‘background-image’ (@shubhamg13, #42569) we now include ‘border-image’ (@shubhamg13, #42581) we now ignore subtrees with ‘opacity: 0’ (@shubhamg13, #42768) we now ignore zero-sized subtrees (@shubhamg13, #42178) we now ignore <iframe> (@shubhamg13, #42498) we now ignore <video> and unless they actually have an image (@shubhamg13, #42411) we now ignore mouse moves when deciding when to stop measuring (@shubhamg13, #41999) new WebSocket() now resolves relative URLs (@webbeef, #42425). requestFullscreen() on Element now requires user activation (@stevennovaryo, #42060). performance.getEntries() now returns PerformanceResourceTiming entries for navigations in <iframe> (@muse254, #42270). When geolocation is enabled (--pref dom_geolocation_enabled), navigator­.geolocation­.get­Current­Position() and watch­Position() now support the optional errors argument (@arihant2math, #42295). We now support the ‘-webkit-text-security’ property in CSS (@mrobinson, #42181), which is not specified anywhere but required for MotionMark. Performance and stability

      Our about:memory page now knows how to report many new kinds of memory usage , including the DevTools server (@Narfinger, #42478, #42480), WebGL (@sagudev, #42570), localStorage and sessionStorage (@arihant2math, #42484), and some of the memory used by IndexedDB (@arihant2math, #42486). We’ve also started internally tracking the memory usage of the media subsystem (@Narfinger, #42504) and WebXR (@Narfinger, #42505).

      Layout has seen a lot of performance work in February, with our main focus being on improving incremental layout of the box tree and fragment tree.

      We now have our first truly incremental box tree layout (@mrobinson, @Loirooriol, @lukewarlow, #42700), rather than our previous “dirty roots”-based approach. Depending on how they were damaged, some boxes for floats (as above, #42816), independent formatting contexts (as above, #42783), and their descendants (as above, #42582) can now be reused, and they avoid damaging their parents (as above, #42847). We also destroy boxes with ‘display: none’ earlier in the layout process (as above, #42584).

      Incremental fragment tree layout is improving too! Whereas we previously had to decide whether to run fragment tree layout in an “all or nothing” way, we can now reuse cached fragments in independent formatting contexts (@mrobinson, @Loirooriol, @lukewarlow, #42687, #42717, #42871). We can also measure how much work is being done on each layout (as above, #42817).

      Servo uses shared memory for many situations where copying data over channels would be too expensive, such as for images and fonts. In multiprocess mode (--multiprocess), we use the operating system to create the shared memory in a way that can be shared with other processes, such as shm_open(3) or CreateFileMappingW, but this consumes resources that can sometimes be exhausted. We only need to use those kinds of shared memory in multiprocess mode, so we’ve reworked Servo to use Arc<Vec<u8>> in single-process mode (@Narfinger, #42083), which should avoid resource exhaustion.

      Parsing web pages is complicated: we want pages to render incrementally as they stream in from the network, and we want to prefetch resources, but scripts can call document.write(), which injects markup “on the spot”. This is further complicated if that markup also contains a <script>.

      We’ve recently landed some fixes to Servo’s async parser (@simonwuelker, #42882, #42910), which handles these issues more efficiently. This is currently an obscure and somewhat buggy feature (--pref dom­_servoparser­_async­_html­_tokenizer­_enabled), but if we can get the feature working more reliably (#37418), it could halve the energy Servo spends on parsing, lower latency for pages that don’t use document.write(), and even improve the html5ever API for the ecosystem.

      We’ve also landed optimisations for ‘Content-Security-Policy’ (@Narfinger, #42716), IntersectionObserver (@Narfinger, @mrobinson, @stevennovaryo, #42366, #42390), layout queries (@webbeef, #42327), the bfcache (@Narfinger, #42703), loading images (@Narfinger, #42684), and checks for multiprocess mode (@Narfinger, #42782), as well as the interfaces between Servo and SpiderMonkey (@sagudev, #42135, #42576).

      We’ve continued our long-running effort to use the Rust type system to make certain kinds of dynamic borrow failures impossible (@Gae24, @pralkarz, @BryanSmith00, @sagudev, @Narfinger, @TimvdLippe, @kkoyung, @TimurBora, @onsah, #42342, #42294, #42370, #42417, #42619, #42616, #42637, #42640, #42662, #42679, #42681, #42665, #42667, #42699, #42712, #42725, #42729, #42726, #42720, #42738, #42737, #42735, #42751, #42805, #42809, #42780, #42820, #42715, #42635, #42880, #42846).

      Bug fixes We’ve landed some fixes for issues preventing Servo from being built on Windows arm64 (@dpaoliello, @npiesco, #42371, #42341). Work to enable Windows arm64 as a build platform is ongoing (@npiesco, #42312). < img height> now takes the default from the aspect ratio of the image (@Loirooriol, #42577), rather than using a width of 300px by default. < svg width=0> and < svg height=0> now take the default width and height (respectively) from the aspect ratio of the (@Loirooriol, #42545). We’ve fixed a bug in the result of layout queries , such as getBoundingClientRect(), on inline < svg> (@jdm, @Loirooriol, #42594), and we’ve fixed layout bugs related to ‘display: table-cell’ (@Loirooriol, #42778), ‘display: list-item’ (@Loirooriol, #42825, #42864), ‘inset: auto’ (@Loirooriol, #42586), ‘width: max-content’ (@mrobinson, @Loirooriol, @lukewarlow, #42574), ‘align-self: last baseline’ (@rayguo17, #42724), ‘list-style-image’ (@lukewarlow, #42332), ‘content: ’ (@lukewarlow, #42332), negative ‘margin’ (@Loirooriol, #42889), and ink overflow (@mrobinson, #42403). HTML and CSS bugs: Empty ‘url()’ values making requests when they shouldn’t (@rayguo17, #42622) < template> failing to throw HierarchyRequestError when a DOM API is used to create an invalid hierarchy (@TimvdLippe, #42276) < input> and < textarea> selection behaviour being incorrect when the text contains more than one script (@mrobinson, #42399) < script nonce> validation failing to work correctly in some cases (@dyegoaurelio, #40956) < a target> failing to work correctly after the related <iframe> is removed and a new one added with the same name (@jdm, #42344) < base> not taking effect in some cases, or taking effect when given a data: or javascript: URL (@TimvdLippe, #42255, #42339) JavaScript and DOM bugs: event.target being incorrect on touchmove , touchend , and touchcancel events (@yezhizhen, #42654) touchmove events not being fired when part of a two-finger pinch zoom (@yezhizhen, #42528) touchend events erroneously firing after touchcancel events (@yezhizhen, #42654) assignedNodes() on HTMLSlotElement returning incorrect results after the <slot> was removed from the shadow tree (@rayguo17, #42250) Largest Contentful Paint timings no longer being collected after reloading or navigating (@shubhamg13, #41169) PerformancePaintTiming being exposed to Worker globals when they shouldn’t be (@shubhamg13, #42409) JavaScript modules resolved incorrectly when there are overlapping .imports or .scopes or import maps (@Gae24, #42668, #42630, #42754, #42821) changes to how we trigger garbage collection breaking Speedometer (@sagudev, #42271) WebDriver bugs: Pointer actions and wheel actions behaving incorrectly when devicePixelRatio ≠ 1 (@yezhizhen, #42387, #42628) Wheel actions throwing incorrect exceptions when they are missing properties (@yezhizhen, #42745) pointerMove actions with non-zero duration failing to interleave with other actions (@yezhizhen, #42289) We’ve fixed crashes in DevTools , in the Inspector tab (@eerii, @mrobinson, #42330), when exiting Servo while DevTools is connected (@simonwuelker, #42543), when setting breakpoints (@atbrakhi, #42810), and after clients disconnect (@simonwuelker, #42583). We’ve fixed crashes in layout , when using ‘background-repeat: round’ (@mrobinson, #42303), when using ‘list-style- image’ or ‘content: ’ (@lukewarlow, #42332), when calling elementFromPoint() on Document (@mrobinson, @Loirooriol, @lukewarlow, #42822), and when handling layout queries like getBoundingClientRect() on inline <svg> (@jdm, @Loirooriol, #42594). We’ve fixed crashes related to stylesheets , when removing stylesheets from the DOM (@TimvdLippe, #42273), when changing the href of a (@TimvdLippe, #42481), and when loading stylesheets with --layout-threads=1 (@mrobinson, @Loirooriol, @lukewarlow, #42685). We’ve also fixed crashes when using multitouch input (@yezhizhen, #42350), when using MediaStreamAudioSourceNode (@mrobinson, #42914), when calling add() on HTMLOptionsCollection (@mrobinson, #42263), when calling elementFromPoint() on Document or ShadowRoot(), when we fail to open a database for IndexedDB (@jdm, @mrobinson, #42444), and when certain pages are run with a mozjs debug build (@Gae24, #42428). Donations

      Thanks again for your generous support! We are now receiving 6985 USD/month (−0.4% from January) 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 32 GitHub users (–1 from January) 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. If you’re interested in this kind of sponsorship, please contact us at join@servo.org.

      6985 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.

  2. March 30, 2026
    1. 🔗 IDA Plugin Updates IDA Plugin Updates on 2026-03-30 rss

      IDA Plugin Updates on 2026-03-30

      New Releases:

      Activity:

      • capa
        • c5fd75f1: build(deps): bump pyasn1 from 0.5.1 to 0.6.3 (#2939)
        • b82c07d8: Merge pull request #2980 from mandiant/dependabot/pip/pygments-2.20.0
        • 0933594a: build(deps): bump pygments from 2.19.1 to 2.20.0
        • db84b2cf: Merge pull request #2978 from mandiant/dependabot/pip/pygithub-2.9.0
        • 693233e9: Merge pull request #2977 from mandiant/dependabot/pip/types-requests-…
        • 66a26d02: build(deps): bump pygments from 2.18.0 to 2.20.0 in /web/rules (#2979)
        • 3db27d2e: build(deps): bump pygments from 2.18.0 to 2.20.0 in /web/rules
        • e548fa07: build(deps-dev): bump pygithub from 2.8.1 to 2.9.0
        • 94814990: build(deps-dev): bump types-requests
      • DeepExtractIDA
        • 0f7d7212: Include README.md in release ZIP
      • Greffe
        • c89b9b60: Delete outdated arm/64 handling
        • 9a1e4045: Clean unused files
        • 07917093: Merge pull request #32 from Lixhr/31-detect-pc-relative-branch-overflow
        • 5012ee9f: Add indirect branch when the target is too far.c
        • 42a286ca: Add indirect branch when the target is too far.c
        • e65265a8: Init cli test system
      • IDAssist
        • a5c008fc: Handle hex addresses in SymGraph push preview
      • IDEA
        • 68384fca: Refine dynamic headless launch and add regression test
      • pdb
      • python-elpida_core.py
        • ce97d255: MIND evolution fixes: break consolidation loop
      • suture
        • 254ac413: added dynamic context menu label
    2. 🔗 anthropics/claude-code v2.1.88 release

      chore: Update CHANGELOG.md

    3. 🔗 r/reverseengineering RE//verse 2026: Hacking the Xbox One by Markus 'doom' Gaasedelen rss

      submitted by /u/scottyMo221
      [link] [comments]

    4. 🔗 r/reverseengineering The Webs Digital Locks have Never had a Stronger Opponent rss

      submitted by /u/Electrical_Date_8707
      [link] [comments]

    5. 🔗 r/reverseengineering Quero conseguir achar uma senha pra acessar um menu debbug de um jogo, o menu aparece qdo aperto varias vezes na logo,mais pede uma senha,ja tentei descompilar o app e procurar a senha mais nao consigo, talvez esteja criptografada,e não tenho computador,alguem poderia me ajudar? rss

      submitted by /u/Neither-Cream3287
      [link] [comments]

    6. 🔗 r/LocalLLaMA Qwen 3.6 spotted! rss

      Qwen 3.6 spotted! | https://openrouter.ai/qwen/qwen3.6-plus-preview submitted by /u/Namra_7
      [link] [comments]
      ---|---

    7. 🔗 r/LocalLLaMA llama.cpp at 100k stars rss

      llama.cpp at 100k stars | https://x.com/ggerganov/status/2038632534414680223 https://github.com/ggml-org/llama.cpp submitted by /u/jacek2023
      [link] [comments]
      ---|---

    8. 🔗 r/york looking for friends! rss

      I’m a 2nd year international student (f) at uni & have struggled to find people i really connect with. i’m neurodiverse and haven’t really met many other nd people as I work a lot and often can’t make it to scheduled events, but I’d particularly really like to make more ND friends!

      I’m queer, love cinema, david lynch, charity shopping + vintage clothes, art, feminism, reading (esp classics), alternative music, gigs, and going to leeds gay bars lol.

      send me a message if u want to chat/plan something! :)

      submitted by /u/LocksmithVast8025
      [link] [comments]

    9. 🔗 r/Harrogate Rudys 3000 free pizzas - yeah right rss

      A right first world grumble.

      Rudys announced with some fanfare they are giving 3000 pizzas away to celebrate opening in town.

      The email dropped today whilst I was in my inbox looking at something else. Within 2 mins of landing every slot to book for the next six weeks were fully booked.

      My spider senses suggest there were no free pizzas.

      submitted by /u/Similar-Actuator-338
      [link] [comments]

    10. 🔗 r/reverseengineering Windows x86 Stack Overflow Breakdown + Hand-Assembled Shellcode (Educational VM Lab) rss

      submitted by /u/Medical-Health-9377
      [link] [comments]

    11. 🔗 HexRaysSA/plugin-repository commits sync repo: +4 releases rss 
      sync repo: +4 releases

## New releases
- [DeepExtract](https://github.com/marcosd4h/DeepExtractIDA): 0.9.12
- [IDAssist](https://github.com/symgraph/IDAssist): 1.5.0
- [IDAssistMCP](https://github.com/symgraph/IDAssistMCP): 1.4.0
- [Suture](https://github.com/libtero/suture): 1.2.5
    12. 🔗 r/LocalLLaMA Stanford and Harvard just dropped the most disturbing AI paper of the year rss

      https://arxiv.org/abs/2602.20021

      submitted by /u/Fun-Yogurt-89
      [link] [comments]

    13. 🔗 backnotprop/plannotator v0.16.1 release

      Follow @plannotator on X for updates

      Missed recent releases? Release | Highlights
      ---|---
      v0.16.0 | GitHub Copilot CLI, external annotations API, bot callback URLs, interactive checkboxes, print support, diff display options
      v0.15.5 | Custom display names, GitHub viewed file sync, expand/collapse all in file tree, search performance, WSL fix
      v0.15.2 | Compound Planning skill, folder annotation, /plannotator-archive slash command, skill installation via platform installers
      v0.15.0 | Live AI chat in code review, plan archive browser, folder file viewer, resizable split pane, Pi full feature parity
      v0.14.5 | GitLab merge request review, login page image fix, Windows install path fix
      v0.14.4 | GitHub review submission, repo identifier in tab title, nested code fence parser fix, Pi paste URL wiring
      v0.14.3 | PR context panel, diff search in code review, OpenCode permission normalization, landing page redesign
      v0.14.2 | OpenCode plan mode prompt replacement, Windows non-ASCII path fix, Pi link fix
      v0.14.1 | Single submit_plan with auto-detect, viewed-file draft persistence, Bear nested tag fix
      v0.14.0 | PR review via GitHub URL, /plannotator-last for annotating agent messages, OpenCode plan mode permissions fix, VS Code SSH proxy fix
      v0.13.1 | OpenCode plan mode rewrite, Obsidian save fix

      What's New in v0.16.1

      v0.16.1 fixes SSE connection stability for the external annotations API introduced in v0.16.0. 1 PR from an external contributor, 1 first-timer.

      SSE Stream Idle Timeout Fix

      Bun's default idle timeout of 10 seconds was killing the external annotations SSE stream (/api/external-annotations/stream) before the first 30-second heartbeat could fire. The browser's EventSource auto-reconnected, but each reconnect triggered a full snapshot resend and produced a [Bun.serve]: request timed out after 10 seconds warning in the console.

      The fix uses Bun's per-request server.timeout(req, 0) to disable the idle timeout only on SSE stream requests. Normal HTTP requests keep the default 10-second safety net. The change applies to all three server types (plan, review, annotate).

      Install / Update

      macOS / Linux:

      curl -fsSL https://plannotator.ai/install.sh | bash

      Windows:

      irm https://plannotator.ai/install.ps1 | iex

      Claude Code Plugin: Run /plugin in Claude Code, find plannotator , and click "Update now".

      Copilot CLI:

      /plugin marketplace add backnotprop/plannotator
/plugin install plannotator-copilot@plannotator

      OpenCode: Clear cache and restart:

      rm -rf ~/.bun/install/cache/@plannotator

      Then in opencode.json:

      {
  "plugin": ["@plannotator/opencode@latest"]
}

      Pi: Install or update the extension:

      pi install npm:@plannotator/pi-extension

      What's Changed

      • fix(server): keep external annotation SSE streams alive by @foxytanuki in #439

      New Contributors

      Community

      @foxytanuki filed #438 with a thorough root cause analysis identifying the mismatch between Bun's 10-second idle timeout and the 30-second heartbeat interval, then followed up with the fix in #439.

      @j-huang-rj independently identified the same issue and submitted a fix in #433. The targeted per- request approach from #439 was chosen, but both contributors spotted the problem within hours of v0.16.0 shipping.

      Full Changelog : v0.16.0...v0.16.1

    14. 🔗 r/reverseengineering Reverse Engineering Crazy Taxi, Part 2 rss

      submitted by /u/ifnspifn
      [link] [comments]

    15. 🔗 r/LocalLLaMA Semantic video search using local Qwen3-VL embedding, no API, no transcription rss

      Semantic video search using local Qwen3-VL embedding, no API, no transcription | I've been experimenting with Qwen3-VL-Embedding for native video search, embedding raw video directly into a vector space alongside text queries. No transcription, no frame captioning, no intermediate text. You just search with natural language and it matches against video clips. The surprising part: the 8B model produces genuinely usable results running fully local. Tested on Apple Silicon (MPS) and CUDA. The 8B model needs ~18GB RAM, the 2B runs on ~6GB. I built a CLI tool around this (SentrySearch) that indexes footage into ChromaDB, searches it, and auto-trims the matching clip. Originally built on Gemini's embedding API, but added the local Qwen backend after a lot of people asked for it. Has anyone else been using Qwen3-VL-Embedding for video tasks? Curious how others are finding the quality vs the cloud embedding models. (Demo video attached, note this was recorded using the Gemini backend, but the local backend works the same way with the --backend local flag) submitted by /u/Vegetable_File758
      [link] [comments]
      ---|---

    16. 🔗 r/reverseengineering I built pycdc-studio, a Qt desktop UI for exploring Python bytecode with pycdc/pycdas rss

      submitted by /u/Commercial_Rip_1827
      [link] [comments]

    17. 🔗 r/Leeds Royal Armouries International Jousting Tournament Tickets rss

      Hi, everyone!

      I hope this is okay to ask on here / realise this is a long shot, but would anyone happen to have a spare ticket / or two for the upcoming jousting tournament, if you perhaps can't go for any reason, or know someone that can't?

      Full disclosure, I left it too long to buy my own because my partner was deliberating whether or not they could come with me, and I didn't realise the demand. 😅 My mistake! But, I thought it was worth asking. Thank for you reading if you've come this far!

      submitted by /u/FigureO9
      [link] [comments]

    18. 🔗 Simon Willison Mr. Chatterbox is a (weak) Victorian-era ethically trained model you can run on your own computer rss

      Trip Venturella released Mr. Chatterbox, a language model trained entirely on out-of-copyright text from the British Library. Here's how he describes it in the model card:

      Mr. Chatterbox is a language model trained entirely from scratch on a corpus of over 28,000 Victorian-era British texts published between 1837 and 1899, drawn from a dataset made available by the British Library. The model has absolutely no training inputs from after 1899 — the vocabulary and ideas are formed exclusively from nineteenth-century literature.

      Mr. Chatterbox's training corpus was 28,035 books, with an estimated 2.93 billion input tokens after filtering. The model has roughly 340 million paramaters, roughly the same size as GPT-2-Medium. The difference is, of course, that unlike GPT-2, Mr. Chatterbox is trained entirely on historical data.

      Given how hard it is to train a useful LLM without using vast amounts of scraped, unlicensed data I've been dreaming of a model like this for a couple of years now. What would a model trained on out-of-copyright text be like to chat with?

      Thanks to Trip we can now find out for ourselves!

      The model itself is tiny, at least by Large Language Model standards - just 2.05GB on disk. You can try it out using Trip's HuggingFace Spaces demo:

      Screenshot of a Victorian-themed chatbot interface titled "🎩 Mr. Chatterbox (Beta)" with subtitle "The Victorian Gentleman Chatbot". The conversation shows a user asking "How should I behave at dinner?" with the bot replying "My good fellow, one might presume that such trivialities could not engage your attention during an evening's discourse!" The user then asks "What are good topics?" and the bot responds "The most pressing subjects of our society— Indeed, a gentleman must endeavor to engage the conversation with grace and vivacity. Such pursuits serve as vital antidotes against ennui when engaged in agreeable company." A text input field at the bottom reads "Say hello..." with a send button. The interface uses a dark maroon and cream color scheme.

      Honestly, it's pretty terrible. Talking with it feels more like chatting with a Markov chain than an LLM - the responses may have a delightfully Victorian flavor to them but it's hard to get a response that usefully answers a question.

      The 2022 Chinchilla paper suggests a ratio of 20x the parameter count to training tokens. For a 340m model that would suggest around 7 billion tokens, more than twice the British Library corpus used here. The smallest Qwen 3.5 model is 600m parameters and that model family starts to get interesting at 2b - so my hunch is we would need 4x or more the training data to get something that starts to feel like a useful conversational partner.

      But what a fun project!

      Running it locally with LLM

      I decided to see if I could run the model on my own machine using my LLM framework.

      I got Claude Code to do most of the work - here's the transcript.

      Trip trained the model using Andrej Karpathy's nanochat, so I cloned that project, pulled the model weights and told Claude to build a Python script to run the model. Once we had that working (which ended up needing some extra details from the Space demo source code) I had Claude read the LLM plugin tutorial and build the rest of the plugin.

      llm-mrchatterbox is the result. Install the plugin like this:

      llm install llm-mrchatterbox

      The first time you run a prompt it will fetch the 2.05GB model file from Hugging Face. Try that like this:

      llm -m mrchatterbox "Good day, sir"

      Or start an ongoing chat session like this:

      llm chat -m mrchatterbox

      If you don't have LLM installed you can still get a chat session started from scratch using uvx like this:

      uvx --with llm-mrchatterbox llm chat -m mrchatterbox

      When you are finished with the model you can delete the cached file using:

      llm mrchatterbox delete-model

      This is the first time I've had Claude Code build a full LLM model plugin from scratch and it worked really well. I expect I'll be using this method again in the future.

      I continue to hope we can get a useful model from entirely public domain data. The fact that Trip was able to get this far using nanochat and 2.93 billion training tokens is a promising start.

      Update 31st March 2026: I had missed this when I first published this piece but Trip has his own detailed writeup of the project which goes into much more detail about how he trained the model. Here's how the books were filtered for pre-training:

      First, I downloaded the British Library dataset split of all 19th-century books. I filtered those down to books contemporaneous with the reign of Queen Victoria—which, unfortunately, cut out the novels of Jane Austen—and further filtered those down to a set of books with a optical character recognition (OCR) confidence of .65 or above, as listed in the metadata. This left me with 28,035 books, or roughly 2.93 billion tokes for pretraining data.

      Getting it to behave like a conversational model was a lot harder. Trip started by trying to train on plays by Oscar Wilde and George Bernard Shaw, but found they didn't provide enough pairs. Then he tried extracting dialogue pairs from the books themselves with poor results. The approach that worked was to have Claude Haiku and GPT-4o-mini generate synthetic conversation pairs for the supervised fine tuning, which solved the problem but sadly I think dilutes the "no training inputs from after 1899" claim from the original model card.

      You are only seeing the long-form articles from my blog. Subscribe to /atom/everything/ to get all of my posts, or take a look at my other subscription options.

    19. 🔗 sacha chua :: living an awesome life 2026-03-30 Emacs news rss

      It's not too late to write about mistakes and misconceptions as part of the Emacs Carnival for March and not too early to think about the theme of "Newbies/Starter Kits" which Cena will be hosting for April. Who knows, maybe those ideas can become part of the newcomers presets. It could be fun to explore something like notes for Emacs beginners and see where you end up.

      Also, I'm looking forward to seeing if these tips for reloading Emacs Lisp code can help me avoid little bugs from leftover code.

      Enjoy!

      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 e-mail me at sacha@sachachua.com.

    20. 🔗 r/york Where to find Wild Gralic in York? rss

      I'm looking for wild garlic and I normally go to knavesmire woods but there isn't really any this year! If anyone knows some good spots that are within a walking/cycling distance of the city centre let me know!!

      submitted by /u/FewEntrepreneur7226
      [link] [comments]

    21. 🔗 r/LocalLLaMA What is the secret sauce Claude has and why hasn't anyone replicated it? rss

      I've noticed something about Claude from talking to it. It's very very distinct in its talking style, much more of an individual than some other LLMs I know. I tried feeding that exact same system prompt Sonnet 4.5 to Qwen3.5 27B and it didn't change how it acted, so I ruled out the system prompt doing the heavy lifting.

      I've seen many many distills out there claiming that Claude's responses/thinking traces have been distilled into another model and testing is rather... disappointing. I've searched far and wide, and unless I'm missing something (I hope I'm not, apologies if I am though...), I believe that it's justified to ask:

      Why can't we make a model talk like Claude?

      It's not even reasoning, it's just talking "style" and "vibes", which isn't even hidden from Claude's API/web UI. Is it some sort of architecture difference that just so happens to make a model not be able to talk like Claude no matter how hard you try? Or is it a model size thing along with a good system prompt (a >200B model prompted properly can talk like Claude)?

      I've tried system prompts for far too long, but the model seems to always miss:
      - formatting (I've noticed Claude strays from emojis and tries to not use bullet points as much as possible, unlike other models)
      - length of response (sometimes it can ramble for 5 paragraphs about what Satin is and yet talk about Gated DeltaNets for 1)

      Thank you!

      submitted by /u/ComplexType568
      [link] [comments]

    22. 🔗 r/Leeds 3 cycling incidents on Stanningley Road in 10 minutes. I hate cycling in this city. rss

      With the weather getting better, fuel getting expensive, and the trains remaining rubbish, I thought I'd get my fat arse back on my bike to work this morning, from Farsley to the LGI/university precinct. I guess that was a stupid idea.

      All of these things happened while riding on the segregated bike path (Leeds- Bradford "Superhighway"), specifically the Stanningley Road stretch. I'm an experienced cyclists and I genuinely obey the rules, including stopping at all traffic lights - just to preempt any silly responses. I drive as well.

      First one - the stretch just before Bramley station. Driver turns left straight across me as I'm going along the bike path. Comes from behind me so I don't see her till the last second and have to slam on the brakes. Hadn't seen me even though she had just passed me.

      Second one, 5 minutes later - riding down the long downhill stretch just by the tennis club. Going quite quickly. Driver pulls into the segregated bike lane and tries to park dead in front of me. Again hasn't even bothered to check mirrors for cyclists before trying to park in the fucking bike lane.

      Third one, only a couple of minutes afterwards - again a quick stretch because of the downhill, just before Armley park. A pedestrian and her young daughter , not at a crossing, have been jumping the motor traffic to get across the road. I don't see them until the very last second because they pop out from behind cars, straight into the bike lane, without looking. Full on emergency stop, thankfully I changed brake pads lately and have my wits about me, I pull up to a stop maybe a foot or two (maximum) in front of the little girl. If I had hit her and knocked her over and she'd hit her head, she could have been killed. Terrifying experience.

      These all happen on quick, straight, downhill stretches of the path. I'm a strong enough cyclist but not a racer, so I'm not hooning it at all, just going at a fair clip coasting downhill. I suppose it's a reminder to expect the unexpected at any moment. And to get a helmet cam.

      But JFC. First time back on the bike in months and three incidents like this straight away. Stuff like this always happens too - at least one incident per week if I'm riding every day. Insane drivers with no business anywhere on the public highway nearly killing you with their cars. Pedestrian incidents are rarer but they still happen.

      Cycling here is shit. Even in places like Stanningley Road where the infrastructure is relatively good, it's just totally ignored by other road users. Because the overall state of cycle provision across the city is poor, there aren't enough cyclists for people to learn to look out for them when driving, and the vicious cycle (!) continues.

      Mind you, if you don't habitually look out for cyclists when driving your car anyway, you shouldn't have a licence. The roads around here are full of psychos and maniacs.

      Rant over. I think I will be back on the train for a while even though it's overcrowded and always late. Just adding to the complaints about the standard of transport provision in Leeds which is completely laughable for a city of this size and (professed) ambition. I'd also love to hear whether anybody else using this stretch of cycle lane also experiences incidents like this regularly or whether it's just me being an idiot.

      EDIT: Thanks everyone, appreciate all the responses. I've calmed down now, this post was a bit of a rant. I'm sorry so many other people have had a crap time.

      I don't want to discourage anyone cycling. I'll still do it, even if not every day. It can be safe and healthy if you take precautions and ride very defensively. I think I had forgotten over the last few months now careful you have to be.

      Some tips on defensive riding here: https://www.edinburghbicycle.com/info/blog/what-is-defensive-cycling

      And please everyone if you are cycling on the road, take your lane when you need to! Don't be intimidated into squeezing right into the side of the road, it's an invitation to bellends to try and pass you on a blind corner or smoosh you into a bus stop.

      submitted by /u/Jazzlike-Machine-222
      [link] [comments]

    23. 🔗 r/Harrogate Roofer recommendations please rss

      Looking for reliable roofers in or around Harrogate please as we've had a nightmare with who did our front and rear flat dormer roofs, initially replaced in October and it's almost April now and they're still not 100% sorted.

      Cheers

      submitted by /u/OkNeighborhood7482
      [link] [comments]

    24. 🔗 r/wiesbaden Worin unterscheiden sich Mainz und Wiesbaden am meisten? Würde es irgendwann Sinn machen die Doppelstädte in einer zusammenzuführen? rss

      submitted by /u/Klarsichtbeton
      [link] [comments]

    25. 🔗 r/Yorkshire I think this might be the best garden in North Yorks I've ever seen! Love that Monty Don seems to be such a fan rss

      I think this might be the best garden in North Yorks I've ever seen! Love that Monty Don seems to be such a fan | submitted by /u/Terrible_Passion6178
      [link] [comments]
      ---|---

    26. 🔗 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
      [link] [comments]

    27. 🔗 MetaBrainz python-discid 1.4.0 rss

      A new version of python-discid, a Python wrapper library for libdiscid, is now available. Version 1.4.0 focuses on modernizing the code base and updating the documentation.

      The public API is now fully type-hinted and the type hints are also used in the documentation. A Disc.pregap property was added for convenient access to the first track's pregap. For the full list of changes see the changelog in the documentation.

      The new version is available on PyPI. See also the install instructions for more options. Please note that the new minimal Python version supported is now Python 3.10.

    28. 🔗 backnotprop/plannotator v0.16.0 release

      Follow @plannotator on X for updates

      Missed recent releases? Release | Highlights
      ---|---
      v0.15.5 | Custom display names, GitHub viewed file sync, expand/collapse all in file tree, search performance, WSL fix
      v0.15.2 | Compound Planning skill, folder annotation, /plannotator-archive slash command, skill installation via platform installers
      v0.15.0 | Live AI chat in code review, plan archive browser, folder file viewer, resizable split pane, Pi full feature parity
      v0.14.5 | GitLab merge request review, login page image fix, Windows install path fix
      v0.14.4 | GitHub review submission, repo identifier in tab title, nested code fence parser fix, Pi paste URL wiring
      v0.14.3 | PR context panel, diff search in code review, OpenCode permission normalization, landing page redesign
      v0.14.2 | OpenCode plan mode prompt replacement, Windows non-ASCII path fix, Pi link fix
      v0.14.1 | Single submit_plan with auto-detect, viewed-file draft persistence, Bear nested tag fix
      v0.14.0 | PR review via GitHub URL, /plannotator-last for annotating agent messages, OpenCode plan mode permissions fix, VS Code SSH proxy fix
      v0.13.1 | OpenCode plan mode rewrite, Obsidian save fix
      v0.13.0 | Built-in themes, annotatable plan diffs, file-scoped code review comments, Octarine integration, unified review core, Pi remote sessions

      What's New in v0.16.0

      v0.16.0 adds GitHub Copilot CLI as Plannotator's fifth runtime, an external annotations API for integration (stay tuned...), bot callback URLs for Slack- style approval workflows, interactive plan checkboxes, print support, and configurable diff display options. 11 PRs, 3 from external contributors, 2 first-timers.

      GitHub Copilot CLI Integration

      Plannotator now works with GitHub Copilot CLI, contributed by @Yecats. Plan review, code review, and markdown annotation all function the same way they do in Claude Code. The Copilot plugin hooks into exit_plan_mode to intercept plans, and the same /plannotator-review, /plannotator-annotate, and /plannotator-last commands are available.

      Install the binary, then in Copilot CLI:

      /plugin marketplace add backnotprop/plannotator
/plugin install plannotator-copilot@plannotator

      A follow-up PR added environment-variable-based agent detection so the UI correctly identifies which agent launched Plannotator, fixing the badge display that was previously hardcoded to Claude Code.

      External Annotations API

      Any external program can now push annotations into a live Plannotator session. Linters, AI tools, or custom scripts send annotations via HTTP POST to /api/external-annotations, and they appear in the browser UI in real-time through Server-Sent Events. The API supports single and batch annotation creation, field updates via PATCH, deletion by ID or source, and version-gated polling as a fallback for environments where SSE isn't practical.

      This is the foundation for integrating Plannotator with external toolchains. A linter could annotate code review diffs with warnings. A CI pipeline could push review comments. An AI assistant could highlight sections of a plan it has questions about.

      All three server types (plan, review, annotate) expose the same endpoints, and the Pi extension has full parity.

      Interactive Checkboxes

      Task checkboxes in rendered plans are now clickable. Checking or unchecking a box creates a COMMENT annotation that captures the action, the section context, and the task text. Toggling back to the original state removes the override and deletes the annotation. This means your checkbox interactions become part of the feedback sent to the agent.

      Print Support

      Plans can now be printed directly from the review UI. An export dropdown menu in the toolbar offers a print option, and Ctrl+P / Cmd+P works as a keyboard shortcut. A dedicated print stylesheet produces clean white-paper output with A4 formatting, hiding the toolbar, sidebar, and interactive elements.

      Diff Display Options

      The code review diff viewer now exposes display settings that were previously locked to defaults. You can configure overflow behavior (scroll vs word wrap), toggle diff indicators and line numbers, control inline diff granularity, and show or hide diff backgrounds. All settings are persisted via the ConfigStore system (cookies + ~/.plannotator/config.json) and accessible from a new Display tab in the review Settings dialog.

      Bot Callback URL Parameters

      Plannotator share URLs now support callback parameters for bot integrations. When a bot (e.g., a Slack bot) generates a plan and posts the Plannotator URL, it can embed ?cb=<callback_url>&ct=<auth_token> so the approval decision is sent back to the bot automatically. The user reviews and approves in Plannotator, and the bot receives the result without any copy-paste.

      Additional Changes

      • OpenCode startup performance. Replaced compile-time HTML embedding with lazy readFileSync getters and background preloading. Bundle size drops from 21.25 MB to 0.81 MB (96% reduction), cold-start module load from ~160ms to ~35ms (#411, closing #410 reported by @DRBragg)
      • Markdown parser fixes. Indented closing fences (inside list items), trailing text after fence closers, and false table detection on lines with pipes are all fixed (#429, closing #427 reported by @jhillyerd)
      • PR/MR platform test coverage. Regression tests for URL parsing, labels, display helpers, and CLI selection across GitHub and GitLab, including self-hosted GitLab (#426 by @sudorest)
      • Compound skill description fix. Trimmed to fit Claude Code 2.1.86's 250-character limit and added disable-model-invocation frontmatter (#430, closing #412 reported by @arogulin)
      • Copilot on marketing site. The landing page harness selector now includes a Copilot button with install instructions, in alphabetical order alongside the other five runtimes.

      Install / Update

      macOS / Linux:

      curl -fsSL https://plannotator.ai/install.sh | bash

      Windows:

      irm https://plannotator.ai/install.ps1 | iex

      Claude Code Plugin: Run /plugin in Claude Code, find plannotator , and click "Update now".

      Copilot CLI:

      /plugin marketplace add backnotprop/plannotator
/plugin install plannotator-copilot@plannotator

      OpenCode: Clear cache and restart:

      rm -rf ~/.bun/install/cache/@plannotator

      Then in opencode.json:

      {
  "plugin": ["@plannotator/opencode@latest"]
}

      Pi: Install or update the extension:

      pi install npm:@plannotator/pi-extension

      What's Changed

      • feat: GitHub Copilot CLI integration by @Yecats in #409
      • perf(opencode): lazy-load HTML to fix plugin startup time by @backnotprop in #411
      • feat: bot callback URL params for seamless plan review by @aviadshiber in #416
      • fix: detect calling agent via env vars and centralize agent config by @Yecats in #418
      • feat: print support with export menu integration and keyboard shortcut by @Yecats in #420
      • feat: interactive checkboxes with annotation tracking by @Yecats in #423
      • test: cover PR/MR platform helpers by @sudorest in #426
      • feat(review): diff display options with ConfigStore integration by @backnotprop in #428
      • fix(parser): indented fences, trailing text, table detection, and escaped pipes by @backnotprop in #429
      • fix(skill): trim compound skill description under 250-char limit by @backnotprop in #430
      • feat: external annotations API with real-time SSE by @backnotprop in #400

      New Contributors

      Contributors

      @Yecats authored four PRs in this release: GitHub Copilot CLI integration (#409), agent detection fix (#418), print support (#420), and interactive checkboxes (#423). First contribution to the project, and immediately one of the most prolific single- release contributors.

      @aviadshiber authored the bot callback URL system (#416), enabling Plannotator integration with external bot workflows. First contribution.

      @sudorest added PR/MR platform test coverage (#426), protecting the multi-platform review routing.

      Community members who reported issues that drove changes in this release:

      Full Changelog : v0.15.5...v0.16.0

    29. 🔗 Szymon Kaliski Q1 2026 rss

      Home Server on NixOS, Sandboxing in MicroVMs, and Feedback Loops for LLMs

    30. 🔗 Ampcode News Amp Free Is Ad-Free rss

      When you use Amp Free, you won't see ads anymore.

      We know many of you loved the ads, advertisers were happy, and we quickly grew ad sales to a $10M+ USD annual run rate, but the world has changed since we introduced ads in October 2025.

      The launches of Gemini 3 Pro, Opus 4.5, and GPT-5.2 Codex starting in late November 2025 changed the world, and in this new world, ads don't make sense. Ads just don't pay for enough frontier tokens to make a difference, and token consumption is only going up from here.

      Along with this, OpenAI now offers subscription plans with even more aggressive discounts than what Anthropic offered before. You can pay OpenAI $20/month to get (seemingly) $1000+/month in tokens. This gives you a lot more "free" usage than Amp's ad-supported free tier and is a better choice if cost is your top concern.

      What about the $10 daily free usage of Amp? Most who have it will keep getting it, now without ads. We'll be pausing it for some less-active users. As we ship updates to Amp, you can expect the free daily grant to be more available and more generous for people using Amp in the recommended ways, and less so for people using older Amp versions and workflows. We'll let you know before we make that change. Think of it as a bonus for staying on the frontier with us.

  3. March 29, 2026
    1. 🔗 IDA Plugin Updates IDA Plugin Updates on 2026-03-29 rss

      IDA Plugin Updates on 2026-03-29

      New Releases:

      Activity:

    2. 🔗 r/wiesbaden Gefunden an der Ecke Adelheid/Schiersteiner Str. rss

      Hoffe der Person geht es mittlerweile besser. Dennoch irgendwo auch schöne Worte die einem sehr nahe gehen. Ein Reminder dass sehr viele Menschen solche Gefühle mit sich herum tragen ohne jemanden zum sprechen zu haben. In dieser schönen Stadt sollten wir alle mehr zusammenhalten <3

      submitted by /u/pomelokriger
      [link] [comments]

    3. 🔗 r/reverseengineering io_uring from Userland blog (drop a review guys!) rss

      submitted by /u/Outrageous_Egg7579
      [link] [comments]

    4. 🔗 r/Leeds Things to do in Leeds rss

      Hello. I’m coming to Leeds on Wednesday for 2 nights with my husband and 2 boys (20 and 17). I’m looking for suggestions for what we could do? We have an apartment which is very central. We are working our way through cities in the UK and we’ve never been to Leeds. We would definitely like to go to a few pubs in the evening but any suggestions for the days would be very welcome. We love a bit of culture. I have finished work today so not had time to research anything, but I definitely will do and any recommendations would be very helpful in the meantime. Thanks in advance ☺️

      submitted by /u/jogon365
      [link] [comments]

    5. 🔗 r/reverseengineering The ECMAScript spec forces V8 to leak whether DevTools is open rss

      submitted by /u/LongFaithlessness59
      [link] [comments]

    6. 🔗 r/Yorkshire Do you think there’s a demand for women only gym/fitness & wellness (all in one) centres? rss

      submitted by /u/Powerful-Duck-5193
      [link] [comments]

    7. 🔗 r/reverseengineering Decompiling an Android Application Written in .NET MAUI 9 (Xamarin) rss

      submitted by /u/igor_sk
      [link] [comments]

    8. 🔗 r/reverseengineering ChatGPT Won't Let You Type Until Cloudflare Reads Your React State. I Decrypted the SDK That Does It. rss

      submitted by /u/AdTemporary2475
      [link] [comments]

    9. 🔗 r/Leeds Am I the only one who heard thunder strike??? rss

      Heard thunder strike in city centre for the first time in 2 years!!! Did u guys heard it too?

      submitted by /u/CraftyCompetition860
      [link] [comments]

    10. 🔗 r/reverseengineering [Project] Noctyra - A modular, AST-based Python deobfuscator rss

      submitted by /u/lululepuoff
      [link] [comments]

    11. 🔗 r/Leeds Finding L&P - A New Zealand Drink - in Leeds or there abouts rss

      My mate, who is from NZ, hasn’t been back to NZ in about 5 years, keeps on nattering on about L&P, a drink. Does anyone know where I can find this in Leeds? I’d rather find it in the city than pay postage.

      Thanks!

      submitted by /u/Jacob_Ack
      [link] [comments]

    12. 🔗 r/Leeds Anxious but authentically trying to make friends rss

      Hey — 35M here. I recently came out of a 9-year relationship, and it’s put me in a place I didn’t expect: a full reset. Not just in terms of dating, but in how I see myself overall. Right now, I’m trying to rebuild my confidence, figure out what I actually want from life, and—if I’m being honest—understand parts of myself I may have ignored for a long time. One of those things is my sexuality. I’ve always had a somewhat ambiguous relationship with it, but lately I’ve found myself questioning things more. Not in a rushed or panicked way—more like a quiet curiosity I never really gave space to before. Being in a long-term relationship, I think I just stayed on a path without really stopping to examine it. Now that I’m on my own, I feel like I owe it to myself to explore that side of who I am—without judgment, labels, or pressure to have immediate answers.

      To cut a long story short, what I’d really value right now is building genuine, platonic friendships—meeting people, having good conversations, and reconnecting in a low-pressure way.

      If anything I've said resonates with you feel free to give me a shout, but also if you're (like me) trying to be more social and make friends then also give me a shout.

      submitted by /u/Antique_Payment2492
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    13. 🔗 r/york WATCH - Crowds gather for Palm Sunday procession at York Minster rss

      WATCH - Crowds gather for Palm Sunday procession at York Minster | submitted by /u/Due_Ad_3200
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    14. 🔗 r/Yorkshire Famous Grouse - Red Grouse, Yorkshire Dales rss

      Famous Grouse - Red Grouse, Yorkshire Dales | submitted by /u/aspiranthighlander
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    15. 🔗 sacha chua :: living an awesome life Emacs Carnival March 2026: Mistakes and learning to reach out rss

      Mostly-similar versions follow: I started with French, translated it to English, and then tweaked some details. Thanks to Philip Kaludercic for hosting this month's carnival!

      In English

      The theme for this month's Emacs Carnival is Mistakes and Misconceptions. It’s difficult to pinpoint one thing that is clearly a mistake, but there are certainly things I could do more effectively.

      My configuration is very large because I assume my little modifications are only useful to me. They feel too specific, too idiosyncratic. I think people who create libraries or even packages used by lots of other people are awesome. I don't know if I could quite do that myself, though! Even submitting patches upstream and participating in the ensuing discussions sometimes requires more persistence than I have.

      The advantage of keeping my changes in my config is that even if I'm unsure, I can try something out, develop a rough prototype, and change my mind if necessary. When I publish them in a library or a package, I feel like I have to polish my ideas. It's hard to stick to just one idea long enough to refine it.

      My favorite situation is when I write about my attempt in a post, and it inspires someone else to implement their own version (or even a new library or package). On the other hand, if I learn to share my code, I can help more people, and I can also learn from more people and more conversations.

      Many of my modifications are short and easy to copy from my posts, but there are a few collections that depend on other functions, making them difficult to copy. These functions are scattered across several posts on my blog. For example, my functions for learning a language (I'm learning French at the moment) and for controlling Emacs by voice are becoming quite complex. The functions are also exported to my configuration, but the Emacs Lisp file is difficult to navigate if someone wants to copy them. I can extract the code into a file now that Org Mode can tangle to multiple files, but if I spend a little time replacing the "my-" prefix with a library prefix and move them to a repository, people could clone it and download updates. Even if no one uses it, the act of polishing and documenting it will probably be useful to me one day.

      So, it's possible that this is a mistake I often make in Emacs: thinking my functions are too idiosyncratic and too rough, so I leave them in my config. If I dedicate time to extracting the code into a library, I might benefit in the long run. I know lots of people are interested in using Emacs for language learning or by voice. There have been so many other libraries and workflows over the years, so I'm sure people are out there. I want to practice learning more with others. To start, I can make sure interested people can follow my progress through RSS feeds or Mastodon, I can respond when people send me messages, and I can collect contact info and send them a message when I post about the subject.

      I can write more if I reread the changes in my configuration each week, or if I reread my complete configuration for sections which I haven't yet written about. If I participate in virtual meetups or even livestream, I can find out what interests other people. If I submit patches and create tasks in my Org Mode inbox to track the discussions, I can practice refining my work.

      Prot has lowered his coaching prices to €10 /hour. He's quite prolific when it comes to package development, so he can probably help me figure out how to get stuff out of my config and into a form that other people might be able to use. I've been enjoying learning with my French tutor. It might be worth experimenting with spending some money and time to improve my Emacs skills as well. Sure, it's totally just for fun, but I think it's valuable to practice learning with the help of others instead of stumbling around on my own.

      There's always more to learn, which is wonderful. So this is not really a mistake, just something that could be good to work on. Onward and upward!

      Check out Emacs Carnival March 2026: Mistakes and Misconceptions to see other people's takes on the topic.

      En français

      Le thème du Carnaval d'Emacs ce mois-ci est « les erreurs et les idées reçues ». C'est difficile d'identifier une chose qui soit clairement une erreur, mais il y a certainement des choses que je ne fais pas efficacement.

      Ma configuration est très volumineuse car je pense que mes petites modifications ne sont utiles que pour moi. Elles sont trop spécifiques, trop particulières. J'apprécie ceux qui créent des bibliothèques ou même des paquets que beaucoup d'autres utilisent, mais de mon côté, je ne me sens pas capable de le faire pour l'instant. Même soumettre des correctifs en amont et participer à la discussion qui s'ensuit parfois demande plus de persévérance que je n'en ai.

      L'avantage de garder mes modifications dans ma configuration est que, même si je ne suis pas sûre, je peux essayer quelque chose, développer un prototype préliminaire, et changer d'avis si nécessaire. Quand je les publie dans une bibliothèque ou un paquet, j'ai l'impression que je dois peaufiner mes idées. C'est difficile de s'en tenir à une seule idée assez longtemps.

      Ma situation préférée est quand je partage mes essais sur mon blog, et qu'ils inspirent une autre personne qui implémentera sa propre version, voire une nouvelle bibliothèque ou un nouveau paquet.

      En revanche, si j'apprends à partager mon code, je peux aider plus de personnes, et je peux aussi apprendre de plus de personnes et de plus de conversations.

      Beaucoup de mes modifications sont brèves et faciles à copier de mes articles, mais il y a quelques collections qui dépendent d'autres fonctions, ce qui les rend difficiles à copier. Les fonctions sont dispersées dans plusieurs articles sur mon blog. Par exemple, mes fonctions pour apprendre une langue (particulièrement le français) et pour contrôler Emacs par commande vocale deviennent plutôt complexes. Elles sont aussi exportées vers ma configuration, mais le fichier Emacs Lisp est difficile à parcourir si on veut les copier. Je peux extraire le code dans un fichier maintenant que Org Mode peut le tangler vers plusieurs fichiers, mais si je consacre un peu de temps à remplacer le préfixe « my- » par celui de la bibliothèque et à le pousser sur le dépôt, les gens pourraient le cloner et récupérer les mises à jour. Même si personne ne l'utilise, le fait de les peaufiner et de le documenter me sera utile un jour.

      Donc il est possible que ce soit une erreur que je commets souvent dans Emacs : je pense que mes fonctions sont trop idiosyncratiques et trop brutes, je les laisse donc dans ma configuration. Mais si je consacre du temps à extraire le code vers une bibliothèque, j'en bénéficierai peut-être à long terme. Je sais que beaucoup de gens sont intéressés par l'utilisation d'Emacs pour apprendre une langue ou pour la commande vocale. Il y a eu de nombreuses autres bibliothèques et flux de travail au fil des ans, donc je suis sûre qu'il y a du monde. Je veux m'entraîner à apprendre auprès de plus de personnes. Pour commencer, je peux m'assurer que les gens intéressés peuvent suivre mon progrès via les flux RSS ou sur Mastodon, je peux répondre quand on m'envoie des messages, et je peux recueillir les coordonnées et leur envoyer un message lorsque je publie un article à ce sujet.

      Je peux écrire davantage si je relis les modifications dans ma configuration chaque semaine, ou si je relis ma configuration entière pour les sections dont je n'ai pas encore parlé. Si je participe à des réunions virtuelles ou même si je diffuse en direct, je vais voir ce qui intéresse les autres. Si je soumets des correctifs et crée des tâches dans ma boîte de réception Org Mode pour suivre les discussions, je m'entraîne à affiner mon travail.

      Prot a baissé ses tarifs de coaching à 10 euros de l'heure. Il est très prolifique en matière de développement de paquets. J'apprends bien avec mon tuteur en français, donc cela vaut peut-être la peine de consacrer de l'argent et du temps à améliorer mes compétences sur Emacs. Certes, c'est juste pour le plaisir, mais c'est aussi important pour moi de m'entraîner à apprendre avec l'aide des autres au lieu de trébucher toute seule.

      J'ai toujours plus de choses à apprendre, ce qui est merveilleux. Ce n'est pas vraiment une erreur, mais plutôt un point à améliorer. En avant !

      Consultez Emacs Carnival March 2026: Mistakes and Misconceptions pour d'autres perspectives sur le sujet.

      You can e-mail me at sacha@sachachua.com.

    16. 🔗 r/york York city photos rss

      York city photos | Absolutely stunning 😍 submitted by /u/AdAccomplished3733
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    17. 🔗 r/LocalLLaMA LocalLLaMA 2026 rss

      LocalLLaMA 2026 | we are doomed submitted by /u/jacek2023
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    18. 🔗 r/Harrogate Local area opinions rss

      Looking at houses on Greenfields Road/Greenfields Drive.

      Anyone able to give me insight on what it’s like? I know it’s a bit of a cut through road, but think the houses are set back enough for traffic noise not to bother.

      I know Harrogate/Starbeck/Knaresborough are all lovely places and anti social behaviour and crimes are a lot less than Leeds where I’m coming from. Just trying to get a feel for the area that’s all.

      submitted by /u/GemzH
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    19. 🔗 r/Harrogate Recycling at large supermarket in Harrogate? rss

      I have some empty liquid soap refills that I'm looking to recycle. Unfortunately I can't recycle them normally, according to the instructions I need to take them to a 'large supermarket' to be recycled.

      Does anybody know where I might be able to take them? Thanks

      submitted by /u/leaftreefrog
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    20. 🔗 Register Spill Joy & Curiosity #80 rss

      Do you know how it should work? Does the agent? Or does the codebase?

      Lately I've been thinking a lot about why sometimes using an agent leads to great results and other times it doesn't. My current theory: it depends on what knowledge about the task at hand is encoded where.

      If all the knowledge required to solve the task to your satisfaction is available either in your prompt, or in the codebase, or in the training data of the model, then things go fine.

      Things go badly if there's a gap. That is, if you wrongly assume the agent will know how to do something but it won't because that knowledge is neither in the codebase nor in the training data.

      If I ask the agent to fix a bug that has a very obvious solution, say: a button's hover state doesn't activate on hover, then everything you need to know to fix it is available. The problem is in the prompt, the code should explain what the button is, and what a hover state is is in the training data.

      But what if there's a bug and you don't know even how to explain what the bug is or what the desired state is? Not good.

      Or what if you tell the agent to build you a feature and you assume it does so by going over here and adding that and then going over there and adding this, but the codebase allows fifteen other ways, and the training data doesn't say those fifteen other ways are bad? Not good.

      Sometimes the codebase and its documentation contains that information through types or tests or conventions. Other times the training data tells the agent that there's only one way to add a new endpoint in Rails or Next.js or SvelteKit. But if it's neither in the codebase nor in the training data, then you have to put it in the prompt.

      Theory is too big a word for these thoughts, yes, but I've been asking myself "where is the knowledge?" a lot when working with Amp this week and found it useful, so there you go, maybe you get something out of it too.

      • Last week I asked whether software is turning into a liquid and David Soria Parra, Member of Technical Staff at Anthropic and creator of MCP (meaning: someone who's seen things up close), replied: "I think people don't run the AI maximalist simulation of what this actually means and how far it will go just yet. Most code will just be ephemeral one time use"

      • John Regehr: Zero-Degree-of-Freedom LLM Coding using Executable Oracles. This is excellent and resonated with my thoughts from above. "When an LLM has the option of doing something poorly, we simply can't trust it to make the right choices. The solution, then, is clear: we need to take away the freedom to do the job badly. The software tools that can help us accomplish this are executable oracles. The simplest executable oracle is a test case--but test cases, even when there are a lot of them, are weak. […] When I look at the best software testing efforts out there, there's invariably something creative and interesting hiding inside. I feel like a lot of projects leave easy testing wins sitting on the floor because nobody has carefully thought about what test oracles might be used. Finding executable oracles for LLMs feels the same to me: with a little effort and critical thinking, we can often find a programmatic way to pin down some degree of freedom that would otherwise be available to the LLM to screw up." I also want to quote that lovely last paragraph, but I won't, because I want you to read everything else that leads up to it too. This is good stuff.

      • And here's Mary Rose Cook, singing harmonies on top of Regehr's lines when talking about freedom of expression and constraints for agents: Code generation that just works.

      • Cheng Lou has "crawled through depths of hell to bring you, for the foreseeable years, one of the more important foundational pieces of UI engineering (if not in implementation then certainly at least in concept): Fast, accurate and comprehensive userland text measurement algorithm in pure TypeScript, usable for laying out entire web pages without CSS, bypassing DOM measurements and reflow." It's called Pretext and it's impressive. I mean, look at this demo! Move the orbs around! Or the ASCII one or click on the logos in this one. According to Lou, this was "achieved through showing Claude Code and Codex the browsers ground truth, and have them measure & iterate against those at every significant container width, running over weeks." And yet the README doesn't mention that at all. That tells me we're past a big milestone.

      • If you're on desktop, see also this dragon that's built with Pretext.

      • Marc Brooker is asking: What about juniors? This is one of the most inspiring and motivating pieces of writing I've read in the past few months. I love the Wellington quote on engineering: "to define it rudely but not inaptly, it is the art of doing that well with one dollar, which any bungler can do with two after a fashion." And I love Marc's very own definition: "I believe that this is the core work of engineering: deeply understanding the problem to be solved, the constraints, the tools available, and the environment in which it operates, and coming up with an optimal solution. This requires real creativity, because the constraints are typically over constrained, and real empathy because many of the constraints come directly from human irrationality. It also requires a deep understanding of the tools available, and what those tools can and can't do." I also think his answer to the question is interesting and the question itself is very important. (I said similar things on last year's You've Been A Bad Agent episode.)

      • Marc's previous post is also great: "Over the next couple of years, the most valuable people to have on a software team are going to be experienced folks who're actively working to keep their heuristics fresh. Who can combine curiosity with experience. Among the least valuable people to have on a software team are experienced folks who aren't willing to change their thinking. Beyond that, it's hard to see."

      • If you read both of Marc's posts, you'll enjoy Pieter Hintjens' A Tale of Two Bridges. Engineering is the art of making the tradeoffs, not building the perfect thing.

      • Michael Nielsen: Which Future? I'm very glad I read this. Bikini Atoll and fire safety will stay with me.

      • Sad news: Tracy Kidder, author of The Soul of a New Machine, has died. I highly recommend reading this book. I last did so in March of last year. And here I am again, telling you: read it, it's fantastic. And then read Bryan Cantrill's reflections on it.

      • Rands has been bitten by the agent bug: "I've never built more interesting, random, and useless scripts, tools, and services than I have in the last six months. The cost to go from 'Random Thought' to 'Working Something' has never been lower"

      • Linear: Issue tracking is dead. Look up to the sky, there's me, in a tiny plane that's pulling a banner saying in big red letters: told you.

      • This is very, very on the nose and I wouldn't sign it without making some big changes, but there is something here that I've felt before, maybe not to this extent, maybe not in this exact shape, but something here resonates and makes parts of it feel true: "'Collaboration' is bullshit." I don't think Big Tech the Boogeyman is to blame (my 8-year-old had to do her first group project in school a few weeks ago -- creating a stop-motion movie -- and nearly lost her mind), but this this much, I think, is true: "most complex, high-quality work is done by individuals or very small groups operating with clear authority and sharp accountability, then rationalized into the language of teamwork afterward. Dostoevsky wrote The Brothers Karamazov alone. The Apollo Guidance Computer came from a team at MIT small enough to have real ownership […] Communication matters, and shared context matters. But there's a huge difference between communication and collaboration as infrastructure to support individual, high-agency ownership, and communication and collaboration as the primary activity of an organisation."

      • Eoghan McCabe, CEO of Intercom, is saying the "age of vertical models is here." I'm skeptical, because it all hinges on this idea of verticals and domain knowledge and I don't know if that won't be washed away by bigger models, but it is interesting: "the labs are in an interesting position where on one hand the horizontal, general purpose models are actually over-serving the market for specific use cases. E.g. their models are more generally intelligent than is needed for customer service. And on the other hand, the open-weight models are more than good enough where high quality domain specific post-training can make the resulting models superior at the special purpose jobs, and in the ways that matter to that particular job. E.g. in service, the soft factors really matter, like judgement, pleasantness, attentiveness (as well as the hard factors mentioned prior, like the ability to effectively resolve problems, quickly and cheaply)."

      • meow.camera

      • Google published TurboQuant, a "set of advanced theoretically grounded quantization algorithms that enable massive compression for large language models and vector search engines." I won't claim here to understand all of it, but I do think I understand the bit about how "PolarQuant converts the vector into polar coordinates using a Cartesian coordinate system" and that's very cool. Also goes to show that if AI progress wasn'tt a race towards AGI and they'd all stop building bigger and bigger models, there'd be so many optimizations to make.

      • Systems Thinking is Brain Rot for Analysts. Refreshing.

      • This is the Gruber I love: "And the fucking autoplay videos, jesus. You read two paragraphs and there's a box that interrupts you. You read another two paragraphs and there's another interruption. All the way until the end of the article. We're visiting their website to read a fucking article. If we wanted to watch videos, we'd be on YouTube. It's like going to a restaurant, ordering a cheeseburger, and they send a marching band to your table to play trumpets right in your ear and squirt you with a water pistol while trying to sell you towels."

      • And this is the Internet I love: 25 Years of Eggs. "Everyone needs a rewarding hobby. I've been scanning all of my receipts since 2001. I never typed in a single price - just kept the images. I figured someday the technology to read them would catch up, and the data would be interesting. This year I tested it. Two AI coding agents, 11,345 receipts. I started with eggs."

      • Cursor's crossroads: "It's a story distinctly of the AI era: Cursor is four years old but already has an innovator's dilemma, arguably outgunned by newer products in the market it popularized. Every AI startup fears OpenAI or Anthropic releasing a product directly in competition with theirs. It's the nightmare scenario, and Cursor is living it, more quickly than Truell and his team ever expected. […] As Truell and I get ready to end our Zoom call, I notice the picture of Caro again. I think about how it took Caro six months to edit a single chapter of The Power Broker. Truell has less time than that before the next change."

      • Great brain massage: Let's see Paul Allen's SIMD CSV parser.

      • Okay, now before you click the next link and close the tab right away, let me tell you: yes, I thought so too. I also thought that it's not for me, doesn't contain anything I didn't know, that it's boring old stuff, but it's not! There's some real whoa-moments in there: Google Has a Secret Reference Desk. Here's How to Use It. The title is weird though, yes, but, hot damn, the intitle: "index of" /pdfthing alone is worth it.

      • Satisfyingly meta: Joel Meyerowitz on Photographing Giorgio Morandi's Studio.

      • Stripe launched projects.dev which "lets you or your agents provision multiple services, generate and store credentials, and manage usage and billing from the CLI." Makes total sense when you want to increase the GDP of the Internet.

      • Finally! Edward, Nick, Rasmus, and Julia shared the "first iteration of the Playbit runtime, our vision for building playful personal-scale software": playbit.app.

      • Dappled light: "Growing up, I loved this mix of shade and sun I called 'shun.' Sunlight slipped through the leaves, and its tiny gaps turned into pinholes that project little dancing suns. It felt like magic."

      • McCartney's creativity in 3 photographs.

      Note from the producer: no newsletter next week. One weekend of vacation.

      Collected 25 years of egg receipts? You should subscribe:

    21. 🔗 anthropics/claude-code v2.1.87 release

      What's changed

      • Fixed messages in Cowork Dispatch not getting delivered
  4. March 28, 2026
    1. 🔗 IDA Plugin Updates IDA Plugin Updates on 2026-03-28 rss

      IDA Plugin Updates on 2026-03-28

      New Releases:

      Activity:

    2. 🔗 r/reverseengineering Blog: Decompiling the White House's New App rss

      submitted by /u/ScottContini
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    3. 🔗 r/reverseengineering Agent reverse-engineers website APIs from inside your browser rss

      submitted by /u/BodybuilderLost328
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    4. 🔗 r/Leeds Attitudes of Leeds private hire drivers rss

      Ey up!

      Been living in Leeds for over a decade, have had an amazing time in here so far, in terms of social attitudes and values in general. Public life here is truly pleasant. But when it comes to the taxi / private hire scene it's a different story, unfortunately.

      On the rare occasion when I've needed a ride, I've been met with appalling attitudes on behalf of the driver more often than not. These can be summed up as the following:

      Driver deliberately ignoring social cues that I don't want any chat, big or small, being way too insistent in knowing where I'm going and for how long, etc (airport rides).

      Driver asking me to justify my reproductive choices (this one, I reported to the company with no feedback whatsoever from them).

      Driver ranting about "British riders having weak vision at night... don't know how they are allowed to drive" and "women drivers" - I am a woman, so this felt way too boundary pushing, trolling-like behaviour during what should have been a peaceful ride home after a flight.

      Yes, I've had the occasional amazing friendly driver. But I am lost for words at how often seemingly I've had the ones that seem to take advantage of the 'captive situation' so to speak. The last one was truly disgusting, and made me want to opt out from using their services ever again, as I don't feel safe.

      Would report to the licensing enforcement team, but I'm not sure I really trust the potential outcome.

      Have any of you ever experienced this over here? I'm trying to get a sense of the scale of this problem, how common this is, or have I just had a back luck... many times?

      How is this behaviour tolerated?

      Please, tell me your stories, I'm all ears.

      submitted by /u/MeaningLegitimate782
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    5. 🔗 r/Yorkshire Palm Sunday Eve. Battle of Towton rss

      Palm Sunday Eve. Battle of Towton | Palm Sunday Eve. It’s strange to think that on this night in 1461, the men at Towton would have been preparing themselves… knowing what was coming with the dawn. No certainty. No escape. Only the knowledge that morning would bring a fight to the death with no prisoners taken. The losing side were stripped naked in the snow, had their ears and noses cut off by daggers, then butchered with Halberds, swords, war hammers and axes. After visiting Towton and Saxton, that thought sits differently with me. Those fields don’t feel empty — they feel remembered. Tonight, I give my utmost respect to all those men who fought… and to those who endured what came after. See my films on Towton and John Clifford here Towton : https://www.youtube.com/watch?v=TU2ojFL-oIU John Clifford : https://www.youtube.com/watch?v=aBPtGYYnyWI submitted by /u/The_Black_Banner_UK
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    6. 🔗 r/york I HATE THE NO 11 BUS rss

      just wanted to scream it into the void.

      thanks

      submitted by /u/Smart_Apricot_9735
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    7. 🔗 r/LocalLLaMA Turbo3 + gfx906 + 4 mi50 16gb running qwen3.5 122b 🤯 rss

      Turbo3 + gfx906 + 4 mi50 16gb running qwen3.5 122b 🤯 | Today I merged gfx906 and Turbo3 forks in a fresh fork of llamacpp and it went well. submitted by /u/Exact-Cupcake-2603
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    8. 🔗 r/wiesbaden Vorfall RB10 Wiesbaden Hbf rss

      Hat jemand mitbekommen, was gestern Abend, ca. 21:50, in der RB10 nach Neuwied am Hbf Wiesbaden los war?

      Scheinbar hat jemand Reizgas (?) versprüht. Ich saß ziemlich am Ende und habe nur schmerzverzerrte Schreie aus der Zugmitte gehört.

      Ich hatte dann zwei Polizisten am Gleis informiert, habe mir dann aber ein Uber genommen und dementsprechend auch nichts mehr mitbekommen.

      Hoffe es war nichts schlimmeres.

      submitted by /u/blenderbender_
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    9. 🔗 r/LocalLLaMA Gemma 4 rss

      Gemma 4 | Sharing this after seeing these tweets(1 , 2). Someone mentioned this exact details on twitter 2 days back. submitted by /u/pmttyji
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    10. 🔗 r/Leeds Does anyone have any tickets they don't need for the hyde park LOTR Marathon on april 6th? rss

      submitted by /u/231923
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    11. 🔗 r/Leeds Leeds at night photos rss

      Thanks for your kind words on my first uploads. I took some photos at night in the same locations and thought I'd share. Still learning but enjoying it so far.

      submitted by /u/Phil-pot
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    12. 🔗 r/LocalLLaMA A simple explanation of the key idea behind TurboQuant rss

      TurboQuant (Zandieh et al. 2025) has been all the rage in the past two days, and I've seen lots of comments here attempting to explain the magic behind it. Many of those comments boil down to "dude, it's polar coordinates!!!", and that's really misleading. The most important part has nothing to do with polar coordinates (although they are emphasized in Google's blog post, so the confusion is understandable).

      TurboQuant is a vector quantization algorithm. It turns a vector of numbers into another vector of numbers that takes up less memory.

      Quantization is a fairly basic operation. If you have an n -dimensional vector that looks like this:

      0.2374623 0.7237428 0.5434738 0.1001233 ...

      Then a quantized version of that vector may look like this:

      0.237 0.723 0.543 0.100 ...

      Notice how I simply shaved off the last four digits of each number? That's already an example of a crude quantization process. Obviously, there are far more sophisticated schemes, including grouping coefficients in blocks, adaptive thresholds, calibrated precision based on experimental data etc., but at its core, quantization always involves reducing coefficient precision.

      Here is the key idea behind TurboQuant: Before quantizing a vector, we randomly rotate it in the n -dimensional space it resides in. The corresponding counter-rotation is applied during dequantization.

      That's it.

      Now you probably feel that I must have left out an important detail. Surely the rotation can't be completely random? Maybe it's sampled from a particular distribution, or somehow input-dependent? Or perhaps there is another operation that goes hand in hand with it?

      Nope. I didn't leave anything out. Just applying a random rotation to the vector dramatically improves quantization performance.

      But why?

      Because the magnitudes of the coefficients of state vectors in language models aren't distributed uniformly among the vector dimensions. It's very common to see vectors that look like this:

      0.0000023 0.9999428 <-- !!! 0.0000738 0.0000003 ...

      This phenomenon has many names, and it shows up everywhere in transformer research. You can read about "massive activations" (Sun et al. 2024) and "attention sinks" (e.g. Gu et al. 2024) for a deeper analysis.

      What matters for the purposes of this explanation is: Vectors with this type of quasi-sparse structure are terrible targets for component quantization. Reducing precision in such a vector effectively turns the massive component into 1 (assuming the vector is normalized), and all other components into 0. That is, quantization "snaps" the vector to its nearest cardinal direction. This collapses the information content of the vector, as identifying a cardinal direction takes only log2(2n) bits, whereas the quantized vector can hold kn bits (assuming k bits per component).

      And that's where the random rotation comes in! Since most directions aren't near a cardinal direction (and this only becomes more true as the number of dimensions increases), a random rotation almost surely results in a vector that distributes the coefficient weight evenly across all components, meaning that quantization doesn't cause information loss beyond that expected from precision reduction.

      The TurboQuant paper proves this mathematically, and gives an exact description of the distribution behavior, but the intuitive understanding is much more straightforward than that.

      This idea isn't new (RaBitQ employs the same trick, and QuIP a similar one), but TurboQuant combines it with a second step that eliminates biases that arise when quantized vectors that are optimal in a certain sense (MSE) are used to compute inner products, which is what happens in attention blocks. See the paper if you're interested in the details.

      submitted by /u/-p-e-w-
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    13. 🔗 r/LocalLLaMA Bought RTX4080 32GB Triple Fan from China rss

      Bought RTX4080 32GB Triple Fan from China | Got me 32GB RTX 4080 from China for around 1300€. (+ extra shipping)
      I think for the current market the price it is reasonable for 32GB of VRAM.
      It runs smooth and works quiet because of triple fan which was important for me What is first thing I should try to do? https://www.reddit.com/r/LocalLLaMA/comments/1s62b23/comment/od9z1q3/?utm_source=share&utm_medium=web3x&utm_name=web3xcss&utm_term=1&utm_content=share_button submitted by /u/Sanubo
      [link] [comments]
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    14. 🔗 r/LocalLLaMA Me waiting for TurboQuant be like rss

      Me waiting for TurboQuant be like | submitted by /u/Altruistic_Heat_9531
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    15. 🔗 pydantic/monty v0.0.9 - 2026-03-29 release

      What's Changed

      New Contributors

      Full Changelog : v0.0.8...v0.0.9

    16. 🔗 r/Leeds Worth Opening a Sauna in Leeds? rss

      I have now been to over 40 saunas across the UK and was introduced to contrast therapy during my time in Helsinki. Since then, this has helped my mental and physical well-being significantly.

      Professionally, I am a Data Scientist but have always wanted to build something which might make a difference to the local community in Leeds especially given that so many people are into running and fitness.

      This is a long shot but thought I had ask if people even enjoy the idea of cold plunges and sauna?

      submitted by /u/BondBagri
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    17. 🔗 r/Yorkshire Living in the Pennine hills is the gift that keeps giving rss

      Living in the Pennine hills is the gift that keeps giving | What a sight to open the curtains to, have a great weekend everyone 😁 submitted by /u/Gh0styD0g
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    18. 🔗 r/york York GPs rss

      Hey,

      Anyone living in york know/have experience with GPs that do shared care?

      I need it for my testosterone and adhd medication!

      Thanks in advance

      submitted by /u/Total_Bed_3882
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    19. 🔗 r/Yorkshire Amos the Donkey, Barnsley, 1910 rss

      Amos the Donkey, Barnsley, 1910 | submitted by /u/Del_213
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    20. 🔗 r/Harrogate Where to buy Casio watches in Harrogate? rss

      Does anybody know where I can buy Casio digital watches in Harrogate? Not G-Shock, just regular old cheap Casio's. All I know are the big luxury jewelry shops. Any smaller outlets around?

      submitted by /u/RetroBreezeYT
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    21. 🔗 r/wiesbaden Schlossplatz, 13:00 - Rain or shine rss

      submitted by /u/ramona_rox
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    22. 🔗 r/Yorkshire Places to go ? rss

      Hey everyone

      Stopping up in York town centre next weekend and would greatly appreciate some visit ideas. I've seen Robin Hood bay on here so that's already pencilled in, and I saw a YouTuber go to a chippy called the Scrap Box. I've never been to the Viking museum, but last time we were up there were did Whitby so we don't want to go twice.

      Are there any other day trip visits within an hours ish drive from the city centre ?

      Cheers

      submitted by /u/michaeljcox24
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    23. 🔗 r/LocalLLaMA The AI releases hype cycle in a nutshell rss

      The AI releases hype cycle in a nutshell | This might look like a shitpost but beyond the meme lies the truth. Pay attention to my point: every new AI feature announcement now follows the exact same script: Week one : is pure exuberance (VEO 3 generating two elderly men speaking in Portuguese at the top of Everest, nano banana editing images so convincingly that ppl talk about photoshop's death, GPT-5.4 picking up on subtle context. Then week two hits. The model starts answering nonsense stuffed with em dashes, videos turn into surrealist art that ignores the prompt, etc. The companies don't announce anything about degradation, errors, etc. they don't have to. They simply announce more features (music maker?) feed the hype, and the cycle resets with a new week of exuberance. submitted by /u/GreenBird-ee
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    24. 🔗 r/Harrogate Best dentist in Harrogate?? Need suggestions rss

      Need to switch dentist and not sure where’s actually good.

      Had a couple rushed appointments before so just want somewhere decent that takes their time. Happy to go private if it’s worth it.

      Any reco?

      submitted by /u/Purplemoon_1988
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    25. 🔗 r/Yorkshire Man who was 'front and centre' of far-right Hull riots jailed for six years rss

      submitted by /u/johnsmithoncemore
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    26. 🔗 HexRaysSA/plugin-repository commits sync repo: +2 releases, ~1 changed rss 
      sync repo: +2 releases, ~1 changed

## New releases
- [drop-all-the-files](https://github.com/milankovo/ida-drop-all-the-files): 1.4.0
- [global-struct-dissector](https://github.com/williballenthin/idawilli): 0.1.1

## Changes
- [oplog](https://github.com/williballenthin/idawilli):
  - 0.3.0: archive contents changed, download URL changed
    27. 🔗 r/york rail replacement buses, sunday 29/03 rss

      hi, i’m travelling tomorrow on one of the rail replacement buses to newcastle. where is the bus stop for this? is it leeman road next to the memorial gardens?

      submitted by /u/aster0idzz
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    28. 🔗 Drew DeVault's blog tar: a slop-free alternative to rsync rss

      So apparently rsync is slop now. When I heard, I wanted to drop a quick note on my blog to give an alternative: tar. It doesn’t do everything that rsync does, in particular identifying and skipping up-to-date files, but tar + ssh can definitely accomodate the use case of “transmit all of these files over an SSH connection to another host”.

      Consider the following:

      tar -cz public | ssh example.org tar -C /var/www -xz

      This will transfer the contents of ./public/ to example.org:/var/www/public/, preserving file ownership and permissions and so on, with gzip compression. This is roughly the equivalent of:

      rsync -a public example.org:/var/www/

      Here’s the same thing with a lightweight progress display thanks to pv:

      tar -cz public | pv | ssh example.org tar -C /var/www -xz

      I know tar is infamously difficult to remember how to use. Honestly, I kind of feel that way about rsync, too. But, here’s a refresher on the most important options for this use-case. To use tar, pick one of the following modes with the command line flags:

      • -c: create an archive
      • -x: extract an archive

      Use -f <filename> to read from or write to a file. Without this option, tar uses stdin and stdout, which is what the pipelines above rely on. Use -C <path> to change directories before archiving or extracting files. Use -z to compress or decompress the tarball with gzip. That’s basically everything you need to know about tar to use it for this purpose (and for most purposes, really).

      With rsync, to control where the files end up you have to memorize some rules about things like whether or not each path has a trailing slash. With tar, the rules are, in my opinion, a bit easier to reason about. The paths which appear on the command line of tar -c are the paths that tar -x will open to create those files. So if you run this:

      tar -c public/index.html public/index.css

      You get a tarball which has public/index.html and public/index.css in it.

      When tar -x opens this tarball, it will call fopen("public/index.html", "w"). So, whatever tar’s working directory is, it will extract this file into ./public/index.html. You can change the working directory before tar does this, on either end, by passing tar -C <path>.

      Of course, you could just use scp, but this fits into my brain better.

      I hope that’s useful to you!

      Update: As a fun little challenge I wrapped up this concept in a small program that makes it easier to use:

      https://git.sr.ht/~sircmpwn/xtar

      Example:

      xtar -R /var/www me@example.org public/*

generated: March 31, 2026 at 18:19:12