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Show HN: Telos – A structured context framework for humans and AI agents

https://github.com/noahatfin/telos
3•wrencanfly•2h ago
Telos is a structured intent and decision tracking layer that works alongside Git. It doesn't replace Git — it captures the why behind code changes in a queryable, machine-readable format.

Git tracks what changed in your code. Telos tracks what you intended, what constraints you set, and what decisions you made and why. Every intent, decision, and behavioral expectation is stored as a content-addressable object (SHA-256), forming a DAG that mirrors your development history.

Telos is designed for both human developers and AI agents. Its --json output mode and context command make it a natural integration point for LLM-powered coding assistants that need to recover project context across sessions.

Debugging Reproducibility Issues in Rust Software

https://notes.8pit.net/notes/iqfs.html
1•todsacerdoti•37m ago•0 comments

Seeking Advice on Improving OCR for Watermarked PDFs in My RAG Pipeline

1•hundredtrillion•41m ago•0 comments

Show HN: Code-snippet flashcards for 600 programming cheat sheets

https://www.cheatsheet-plus-plus.com/
1•twistorino•41m ago•0 comments

Hardware footprint benchmarks for an offline maps/routing/geocoding stack

https://www.corviont.com/blog/hardware-footprint-benchmarks-methodology-and-full-results/
1•packet_mover•42m ago•1 comments

Show HN: Pkgdex – Search 3.5M Linux/Unix packages across 67 distros

https://pkgdex.org/
2•dvershinin•42m ago•1 comments

Rubin Observatory found 800k objects of interest in a single night`

https://www.livescience.com/space/astronomy/rubin-observatory-alerts-scientists-to-800-000-new-as...
2•throw0101c•43m ago•0 comments

Admin Says OpenAI Agrees to All Lawful Use

https://twitter.com/UnderSecretaryF/status/2027594072811098230
2•theahura•44m ago•0 comments

Photons that are not there influence superconductivity

https://arstechnica.com/science/2026/02/photons-that-arent-actually-there-influence-superconducti...
1•mannykannot•45m ago•0 comments

Open source devs consider making hogs pay for every Git pull

https://www.theregister.com/2026/02/28/open_source_opinion/
2•geox•47m ago•1 comments

Show HN: BitTorrent client written in Go without external dependencies

https://github.com/vedantdaterao/torgo
1•zxcvbnm322•47m ago•0 comments

Show HN: OpenPencil - Open-source vector design tool controlled by AI Agents

https://github.com/ZSeven-W/openpencil
1•finiking•48m ago•1 comments

Fluvel – a Python framework for building modern and declarative UIs with PySide6

https://github.com/fluvel-project/fluvel
1•nmstoker•49m ago•0 comments

'I clicked on a button – & everything changed': DNA test turned life upside-down

https://www.theguardian.com/lifeandstyle/2026/feb/28/how-dna-test-changed-my-life-ivf-family
1•zeristor•49m ago•1 comments

Show HN: I built an open-source tool debugs "why is our FTP broken?" in seconds

https://github.com/jakep84/ftpmonitor.com
1•jakep23•49m ago•0 comments

Show HN: I built a dashboard to track AI's impact on jobs

https://www.clocktick.ai/
2•AznHisoka•49m ago•0 comments

Legal advocate Mary Inman: The next AI whistleblower could come from anywhere

https://restofworld.org/2026/ai-whistleblower-psst-mary-inman/
1•stareatgoats•50m ago•0 comments

Caret: Tab to Complete on Mac

https://www.trycaret.com/
1•subdomain•51m ago•0 comments

Show HN: LazyGravity – I control my local AI coding setup from Discord via CDP

1•masaTokyo•51m ago•0 comments

Deleting Claude Accounts

https://privacy.claude.com/en/articles/10023660-deleting-claude-accounts
3•lowpolyglot•53m ago•0 comments

Epoll's handle-centric design is more composable than kqueue's filter-centric d

https://ariadne.space/2021/06/05/actually-bsd-kqueue-is-a.html
1•todsacerdoti•55m ago•0 comments

Mothlamp Problems

https://unfoldingdiagrams.leaflet.pub/3mft6olldos26
2•birdculture•59m ago•0 comments

Please do not use auto-scrolling content on the web and in applications

https://cerovac.com/a11y/2026/01/please-do-not-use-auto-scrolling-content-on-the-web-and-in-appli...
13•speckx•59m ago•0 comments

Show HN: Scite MCP – Full-text scientific papers in your AI workflow

https://scite.ai/mcp
2•jmnicholson•1h ago•1 comments

Executable Strategy for Writing

https://notes.andymatuschak.org/Executable_strategy_for_writing
2•articsputnik•1h ago•0 comments

Show HN: Decided to play god this morning, so I built an agent civilisation

https://github.com/nocodemf/werld
14•urav•1h ago•6 comments

Is "virtual cell" to drug discovery what AlphaFold was to protein folding?

https://virtual-cell-deploy.vercel.app/
1•gabrycina•1h ago•0 comments

The AI narrative is an evolution of previous tech hypecycles

https://www.millionsofdeadbots.com/blog/posts/2026-02-28-the-ai-narrative-is-an-evolution-of-prev...
4•deadbots•1h ago•0 comments

How to sew a Hyperbolic Blanket (2021)

https://www.geometrygames.org/HyperbolicBlanket/index.html
2•aebtebeten•1h ago•0 comments

The Making of short-form "Micro-Dramas"

https://www.bbc.co.uk/news/articles/cvg5q6wq11no
2•microsoftedging•1h ago•0 comments

3D genome reorganization foreshadows zygotic genome activation in Drosophila

https://www.nature.com/articles/s41588-026-02503-3
1•bookofjoe•1h ago•0 comments