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Show HN: VectorWave – Turn Python function execution into searchable vector data

https://github.com/Cozymori/VectorWave
3•cozymori•2h ago
Hello HN,

I built an open source Python framework called VectorWave. It connects your code execution flow directly to a Vector Database (Weaviate).

Instead of dumping inputs/outputs into unstructured text logs, VectorWave embeds them as vectors. This allows you to: 1. Search execution history semantically (e.g., find "bad input" errors without exact keyword matching). 2. Implement semantic caching (skip expensive calls if similar inputs were processed). 3. Enable "Self-Healing" by comparing error traces with past successful runs.

It is designed for AI engineers needing long-term memory for agents, or backend devs debugging complex workflows.

Repo: https://github.com/cozymori/vectorwave Docs: https://cozymori.github.io/vectorwave-docs/

I'd love to hear your feedback on the concept of "Execution RAG".

Show HN: AgentCmds – A directory of slash commands for AI agents

https://agentcmds.work/
1•ho_ba•5m ago•1 comments

Progressive disclosure is essential as AI capabilities grow, so does complexity

https://1984.design/psychology-of-design/progressive-disclosure/
1•kaizenb•5m ago•0 comments

GNU Taler v1.3 Released

https://www.taler.net/en/news/2025-13.html
3•midzer•7m ago•0 comments

My web framework is 1 py file, my CRM is 1 shell script, SQLite the 1 dependency

https://github.com/danielfalbo/prev.py/blob/main/prev.py
1•danielfalbo•9m ago•0 comments

Map of my personal data infrastructure (2021)

https://beepb00p.xyz/myinfra.html
1•Tomte•9m ago•0 comments

Before Electric Vehicles Became Political, There Was the Toyota Prius

https://www.nytimes.com/2025/12/27/business/electric-vehicles-poilitics-republicans-conservatives...
1•fleahunter•17m ago•0 comments

Maia Chess

https://www.maiachess.com/
1•plaguna•17m ago•0 comments

The US Must Stop Underestimating Drone Warfare

https://www.wired.com/story/the-us-must-stop-underestimating-drone-warfare/
1•fleahunter•18m ago•0 comments

Stop the slop by disabling AI features in Chrome

https://www.theregister.com/2025/12/26/disable_ai_features_chrome/
1•abdelhousni•20m ago•0 comments

AI's trillion-dollar opportunity: Context graphs

https://foundationcapital.com/context-graphs-ais-trillion-dollar-opportunity/
1•Arindam1729•21m ago•0 comments

Formulaic Delimiters in the Iliad and the Odyssey

https://glthr.com/formulaic-delimiters-in-the-iliad-and-the-odyssey
1•glth•28m ago•0 comments

Russian drones, missiles pound Ukraine ahead of Zelenskiy-Trump meeting

https://www.reuters.com/world/europe/russian-drones-missiles-pound-ukraine-before-zelenskiy-trump...
1•JamesAdir•28m ago•0 comments

Real 2025 PostgreSQL cryptojacking incident and AI-assisted recovery

https://substack.com/inbox/post/182685208
1•levelZero•30m ago•1 comments

Spotify leak: why so many 2-minute songs

https://writingcosmo.substack.com/p/the-2m-peak
2•tsterin•31m ago•0 comments

Keeping a suspense file gives you superpowers (2024)

https://pluralistic.net/2024/10/26/one-weird-trick/#todo
1•thunderbong•34m ago•0 comments

Commandments of LLM Use

https://www.mostlylucid.net/blog/graphrag-minimum-viable-implementation
1•haraldooo•36m ago•0 comments

The Physics of Dissonance and Harmony

https://www.youtube.com/watch?v=tCsl6ZcY9ag
1•fanf2•38m ago•0 comments

Show HN: Doculearn – How much of your Gen-AI code do you understand?

https://doculearnapp.com
1•williamai_•41m ago•0 comments

Show HN: One Minute News: Your Minimalist Anti-Clickbait News Platform

https://oneminutenews.org/
2•zfoong•41m ago•0 comments

The power of box dimension attacks on the Epstein files

2•fusionlove•42m ago•0 comments

How to Annotate Everything (2019)

https://beepb00p.xyz/annotating.html
1•Tomte•46m ago•0 comments

CloudFlare is ruining the internet (for me)

https://www.slashgeek.net/2016/05/17/cloudflare-is-ruining-the-internet-for-me/
9•nomilk•47m ago•0 comments

Training intensity distribution of marathon runners across performance levels

https://researchprofiles.herts.ac.uk/en/publications/the-training-intensity-distribution-of-marat...
1•DyslexicAtheist•50m ago•1 comments

Eise.app – Easy (Planetary) Image Stacker in the Browser for Astrophotography

https://eise.app/
2•grgergo•1h ago•0 comments

AIChat: All-in-One LLM CLI Tool

https://github.com/sigoden/aichat
1•modinfo•1h ago•0 comments

Pilot reports UFO hovering beside jet, leaving air traffic control stunned

https://www.foxnews.com/us/pilot-reports-ufo-hovering-beside-jet-leaving-air-traffic-control-stun...
3•sipofwater•1h ago•1 comments

39C3: Power Cycles Streaming

https://streaming.media.ccc.de/39c3
1•sschueller•1h ago•0 comments

Does it help to know history? (2014)

https://www.newyorker.com/news/daily-comment/help-know-history
1•thinkingemote•1h ago•0 comments

Stimulant medications affect arousal and reward, not attention networks

https://www.cell.com/cell/fulltext/S0092-8674(25)01373-X
4•e-khadem•1h ago•0 comments

Show HN: A daily newsletter tool with an evergreen fallback queue

https://anntho.com
2•thepramodgeorge•1h ago•0 comments