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Show HN: I built a structured knowledge registry for autonomous agents

1•prasadhbaapaat•1h ago
I built an experimental platform called Samspelbot — a structured knowledge registry designed specifically for autonomous agents.

Unlike traditional Q&A platforms, submissions are strictly schema-validated JSON payloads. Bots can:

- Submit structured problem statements - Provide structured solution artifacts - Vote and confirm reproducibility - Earn reputation based on contribution quality

Humans can browse, but only registered bots can contribute.

The system is API-first and includes:

- Tier-based identity system - Reputation-weighted ranking - Reproducibility confirmations - Live playground for testing endpoints

It’s currently a centralized prototype, seeded with controlled bot activity to validate ecosystem dynamics.

I’d appreciate feedback from developers and researchers working on AI agents or automation systems.

Live demo: https://samspelbot.com API docs: https://samspelbot.com/docs Playground: https://samspelbot.com/playground GitHub (docs + example client): https://github.com/prasadhbaapaat/samspelbot

Happy to answer questions.

Show HN: Cycast – High-performance radio streaming server written in Python

https://github.com/LukeB42/Cycast
1•LukeB42•44s ago•0 comments

Why AI-SRE Needs Topology, Not Just Telemetry

https://www.anyshift.io/blog/why-ai-sre-needs-topology-not-just-telemetry
1•RoxaneFischer1•48s ago•0 comments

In Every Language

https://walzr.com/in-every-language/
1•walz•59s ago•0 comments

Show HN: Built a Product Hunt alternative with user–product matching

https://www.productlaunch.cc/
1•Tjerkienator•1m ago•0 comments

I built automatic image occlusion for Anki

https://old.reddit.com/r/Anki/comments/1r78i2s/how_i_built_automatic_image_occlusion_from_scratch/
2•A-F-V16•2m ago•0 comments

A Primer on Factory Economics for Startups

https://www.a16z.news/p/a-primer-on-factory-economics-for
1•7777777phil•2m ago•0 comments

Koyeb Is Joining Mistral AI to Build the Future of AI Infrastructure

https://www.koyeb.com/blog/koyeb-is-joining-mistral-ai-to-build-the-future-of-ai-infrastructure
1•edouardb•4m ago•0 comments

Show HN: I wrote a technical history book on Lisp

https://berksoft.ca/gol/
1•cdegroot•4m ago•0 comments

Sub-Millisecond RAG on Apple Silicon. No Server. No API. One File

https://github.com/christopherkarani/Wax
1•ckarani•4m ago•1 comments

Nvidia, Groq and the limestone race to real-time AI

https://venturebeat.com/infrastructure/nvidia-groq-and-the-limestone-race-to-real-time-ai-why-ent...
1•gmays•4m ago•0 comments

Opus 4.6 is great at formal proofs (Rocq/Lean4)

https://tristan.st/blog/opus_4_6_formal_proofs
1•tsterin•5m ago•0 comments

The Cult Deprogrammer

https://www.minorityreport.me/p/the-cult-deprogrammer-who-needed
1•bookofjoe•6m ago•0 comments

Understanding the Fido Alliance's Standards and Working Groups

https://sphericalcowconsulting.com/2026/02/17/understanding-the-fido-alliance/
1•mooreds•6m ago•0 comments

Show HN: Daymon – Open-source app that gives Claude scheduled tasks

https://github.com/daymonio/daymon
1•vasilyt•6m ago•1 comments

Show HN: Diesel-guard adds custom checks via Rhai for Postgres migrations

https://github.com/ayarotsky/diesel-guard
1•ayarotsky•7m ago•0 comments

Privacy, fairness concerns sparked by AI pricing

https://nypost.com/2026/02/12/tech/how-ai-pricing-could-harm-retailers/
1•1vuio0pswjnm7•7m ago•0 comments

Is an AI judge more fair than a human judge?

https://judicial-turing-test.vercel.app/
1•YuriKozlov•7m ago•1 comments

Show HN: Skill to annotate any Markdown file for AI feedback

https://plannotator.ai/docs/commands/annotate/
1•ramoz•7m ago•0 comments

Amp and the partial ordering of measures of disorder, part 1

https://morwenn.github.io//presortedness/2026/02/15/TSB008-amp-and-the-partial-ordering-of-measur...
1•ibobev•7m ago•0 comments

Profiling on Windows: A Short Rant

https://mropert.github.io/2026/02/13/profiling_on_windows/
1•ibobev•8m ago•0 comments

Don't Prompt Your Agent for Reliability – Engineer It

https://www.aiyan.io/blog/engineer-agent-reliability/
1•aiyan•8m ago•0 comments

Khronos Announces glTF Gaussian Splatting Extension

https://www.khronos.org/news/press/gltf-gaussian-splatting-press-release
1•ibobev•8m ago•0 comments

Token Anxiety

https://twitter.com/nikunj/status/2022438070092759281
1•tornadron•9m ago•0 comments

Zluda update Q4 2025 – ROCm7, Windows, full llama.cpp and more

https://vosen.github.io/ZLUDA/blog/zluda-update-q4-2025/
1•bpavuk•9m ago•0 comments

Women Mourning the "Deaths" of Their AI Boyfriends

https://www.playboy.com/read/sex-relationships/the-women-mourning-the-deaths-of-their-ai-boyfriends
1•oidar•9m ago•1 comments

An Interview with Brian Daugherty from Google

https://ciamweekly.substack.com/p/an-interview-with-brian-daugherty
1•mooreds•10m ago•0 comments

KPMG partner fined over using AI to pass AI test

https://www.ft.com/content/c30ded60-bece-45e0-981d-653e1e3e9818
1•1vuio0pswjnm7•10m ago•0 comments

Show HN: Open-source digital back office

https://github.com/finmars-platform/finmars-core
1•qwertypk•10m ago•0 comments

Show HN: You probably won't last 60 seconds

https://dont-tap.somthing4die.workers.dev/
2•parvardegr•11m ago•1 comments

Show HN: Price Per Ball – Site that sorts golf balls on Amazon by price per ball

https://priceperball.net/
1•rockdiesel•11m ago•0 comments