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Voxtral Realtime 4B Pure C Implementation

https://github.com/antirez/voxtral.c
1•andreabat•1m ago•0 comments

I Was Trapped in Chinese Mafia Crypto Slavery [video]

https://www.youtube.com/watch?v=zOcNaWmmn0A
1•mgh2•7m ago•0 comments

U.S. CBP Reported Employee Arrests (FY2020 – FYTD)

https://www.cbp.gov/newsroom/stats/reported-employee-arrests
1•ludicrousdispla•9m ago•0 comments

Show HN: I built a free UCP checker – see if AI agents can find your store

https://ucphub.ai/ucp-store-check/
2•vladeta•14m ago•1 comments

Show HN: SVGV – A Real-Time Vector Video Format for Budget Hardware

https://github.com/thealidev/VectorVision-SVGV
1•thealidev•16m ago•0 comments

Study of 150 developers shows AI generated code no harder to maintain long term

https://www.youtube.com/watch?v=b9EbCb5A408
1•lifeisstillgood•16m ago•0 comments

Spotify now requires premium accounts for developer mode API access

https://www.neowin.net/news/spotify-now-requires-premium-accounts-for-developer-mode-api-access/
1•bundie•19m ago•0 comments

When Albert Einstein Moved to Princeton

https://twitter.com/Math_files/status/2020017485815456224
1•keepamovin•20m ago•0 comments

Agents.md as a Dark Signal

https://joshmock.com/post/2026-agents-md-as-a-dark-signal/
1•birdculture•22m ago•0 comments

System time, clocks, and their syncing in macOS

https://eclecticlight.co/2025/05/21/system-time-clocks-and-their-syncing-in-macos/
1•fanf2•23m ago•0 comments

McCLIM and 7GUIs – Part 1: The Counter

https://turtleware.eu/posts/McCLIM-and-7GUIs---Part-1-The-Counter.html
1•ramenbytes•26m ago•0 comments

So whats the next word, then? Almost-no-math intro to transformer models

https://matthias-kainer.de/blog/posts/so-whats-the-next-word-then-/
1•oesimania•27m ago•0 comments

Ed Zitron: The Hater's Guide to Microsoft

https://bsky.app/profile/edzitron.com/post/3me7ibeym2c2n
2•vintagedave•30m ago•1 comments

UK infants ill after drinking contaminated baby formula of Nestle and Danone

https://www.bbc.com/news/articles/c931rxnwn3lo
1•__natty__•31m ago•0 comments

Show HN: Android-based audio player for seniors – Homer Audio Player

https://homeraudioplayer.app
3•cinusek•31m ago•0 comments

Starter Template for Ory Kratos

https://github.com/Samuelk0nrad/docker-ory
1•samuel_0xK•33m ago•0 comments

LLMs are powerful, but enterprises are deterministic by nature

2•prateekdalal•36m ago•0 comments

Make your iPad 3 a touchscreen for your computer

https://github.com/lemonjesus/ipad-touch-screen
2•0y•41m ago•1 comments

Internationalization and Localization in the Age of Agents

https://myblog.ru/internationalization-and-localization-in-the-age-of-agents
1•xenator•42m ago•0 comments

Building a Custom Clawdbot Workflow to Automate Website Creation

https://seedance2api.org/
1•pekingzcc•44m ago•1 comments

Why the "Taiwan Dome" won't survive a Chinese attack

https://www.lowyinstitute.org/the-interpreter/why-taiwan-dome-won-t-survive-chinese-attack
2•ryan_j_naughton•44m ago•0 comments

Xkcd: Game AIs

https://xkcd.com/1002/
1•ravenical•46m ago•0 comments

Windows 11 is finally killing off legacy printer drivers in 2026

https://www.windowscentral.com/microsoft/windows-11/windows-11-finally-pulls-the-plug-on-legacy-p...
1•ValdikSS•47m ago•0 comments

From Offloading to Engagement (Study on Generative AI)

https://www.mdpi.com/2306-5729/10/11/172
1•boshomi•49m ago•1 comments

AI for People

https://justsitandgrin.im/posts/ai-for-people/
1•dive•49m ago•0 comments

Rome is studded with cannon balls (2022)

https://essenceofrome.com/rome-is-studded-with-cannon-balls
1•thomassmith65•55m ago•0 comments

8-piece tablebase development on Lichess (op1 partial)

https://lichess.org/@/Lichess/blog/op1-partial-8-piece-tablebase-available/1ptPBDpC
2•somethingp•56m ago•0 comments

US to bankroll far-right think tanks in Europe against digital laws

https://www.brusselstimes.com/1957195/us-to-fund-far-right-forces-in-europe-tbtb
4•saubeidl•57m ago•0 comments

Ask HN: Have AI companies replaced their own SaaS usage with agents?

1•tuxpenguine•1h ago•0 comments

pi-nes

https://twitter.com/thomasmustier/status/2018362041506132205
1•tosh•1h ago•0 comments
Open in hackernews

Show HN: Dependency-aware context management for LLM coding workflows

https://github.com/Mohamedsaleh14/ContextGit
1•saleh_•2mo ago
If you are using Cursor or Claude Code, you must try this open-source tool—it will save you MONEY and TIME.

If you're building complex projects and your context keeps getting larger, losing track of what's current and what's outdated, you're going to love this.

THE PROBLEM:

When using LLMs to build products, we generate tons of context—requirements, specs, design docs. But then:

  Can't tell which document is the latest/authoritative

  No traceability between layers (business → system → code → tests)

  Upstream requirements change, downstream doesn't get updated

  Your LLM uses STALE context → incorrect output

  Burning tokens on entire files when you need specific snippets



  THE SOLUTION: contextgit
A tool built specifically for LLMs to trace context efficiently.

Instead of dumping entire files into context, contextgit lets your AI navigate requirements like a graph database—extracting only what's needed.

Extract ONLY relevant snippets (save tokens = save money)

Track relationships: business → system → architecture → code → test

Auto-detect staleness via checksums

Full JSON output for LLM integration

See project health: orphaned requirements, broken links, stale items

KEY USE CASES:

LLM-driven development: AI asks for requirements by ID, not entire docs

Massive token savings: Feed 20 lines instead of 5,000

Auto-detect stale context: LLMs know when requirements are outdated

CI integration: Block PRs with stale requirements

  REAL IMPACT:
Instead of: LLM reads 5000-line docs → wastes tokens

Now: contextgit extract SR-010 → 20 lines → saves hundreds in API costs

If you find this useful, please star the repo!

100% open source (MIT), production-ready (v1.0.1). This is the missing piece for LLM-driven development.