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Vibe Coding hit a wall: How I fixed $0.30/error OOMs and cut AI costs by 70%

https://blog.videowatermarkremove.com/vibe-coding-hit-a-wall-how-i-fixed-030error-ooms-and-cut-ai...
1•ilmj8426•3m ago•0 comments

Ask HN: What is Safe Superintelligence Inc building?

https://ssi.inc
1•javantanna•5m ago•0 comments

Lazy GeoParquet Reading in SedonaDB, DuckDB, GeoPandas, and GDAL

https://dewey.dunnington.ca/post/2025/lazy-geoparquet-reading-in-sedonadb-duckdb-geopandas-and-gdal/
1•marklit•7m ago•0 comments

AI should explain itself (more)

https://www.noemamag.com/the-politics-of-superintelligence/
1•d4rkn0d3z•11m ago•1 comments

Why is South Korean fertility so low?

https://www.worksinprogress.news/p/why-is-south-korean-fertility-so
1•ortegaygasset•14m ago•0 comments

Playbook-Based Agent Reference Architecture

https://chatbotkit.com/examples/playbook-based-agent-reference-architecture
2•_pdp_•18m ago•3 comments

What's a piece of tech you were excited about but stopped using?

3•bobbyblackstone•20m ago•1 comments

Show HN: Gemini, OpenAI, Claude, Grok and Mistral argue over everything

https://llmxllm.com/
1•mananonhn•20m ago•1 comments

The strangest programming languages you've ever heard of

https://www.omnesgroup.com/weirdest-programming/
1•birdculture•22m ago•0 comments

AI tool that audits UI and generates fixes(built in 36 hours)

https://blopai.com/
1•Laurlund449•24m ago•1 comments

Does Liking Yellow Imply Driving a School Bus? Semantic Leakage in LLMs

https://arxiv.org/abs/2408.06518
2•trueduke•24m ago•0 comments

Show HN: Solving Zodiac's Z32 – top candidate has anomaly visible from space

https://github.com/dstampher/zodiac-z32-cipher
2•dstamp•24m ago•0 comments

Facial recognition should not be introduced without Scottish Givernment sign off

https://www.thenational.scot/news/25696771.orwellian-facial-recognition-shouldnt-introduced-witho...
1•nephihaha•30m ago•1 comments

The left has become preserve of old white men

https://www.thenational.scot/politics/25696958.radical-left-become-preserve-old-white-men/
3•nephihaha•33m ago•2 comments

My AI Usage Manifesto

https://jshamsul.com/essays/2025-12-13-my-ai-usage-manifesto
1•jibone•34m ago•0 comments

The Gorman Paradox: An Explanation? – Codemanship's Blog

https://codemanship.wordpress.com/2025/12/15/the-gorman-paradox-an-explanation/
1•rbanffy•38m ago•0 comments

Rejecting rebase and stacked diffs, my way of doing atomic commits

https://iain.rocks/blog/2025/12/15/rejecting-rebase-and-stack-diffs-my-way-of-doing-atomic-commits
1•that_guy_iain•40m ago•0 comments

SK Hynix Forecasts Tight Memory Supply Lasting Through 2028

https://www.techpowerup.com/344063/sk-hynix-forecasts-tight-memory-supply-lasting-through-2028
1•akyuu•41m ago•0 comments

Chain Prompts Like Unix Tools with Dotprompt

https://pythonic.ninja/blog/2025-11-27-dotprompt-unix-pipes/
1•PythonicNinja•43m ago•0 comments

Show HN: LeagueOfLegends AI Coach

https://github.com/sorena-ai/LeagueAiCoach
1•danielbedrood•43m ago•0 comments

Show HN: Turn LinkedIn/GitHub into a personal website in 2 min (open-source)

https://github.com/yashrathi-git/portfolioly
1•produktive•44m ago•0 comments

Avoid UUIDv4 Primary Keys

https://andyatkinson.com/avoid-uuid-version-4-primary-keys
13•pil0u•47m ago•3 comments

Why New York Has Backed Off on Addressing Climate Change

https://www.nytimes.com/2025/12/15/nyregion/why-new-york-has-backed-off-on-addressing-climate-cha...
2•fleahunter•47m ago•0 comments

OS-9

https://en.wikipedia.org/wiki/OS-9
2•doener•50m ago•0 comments

These Aren't the Tools You're Looking For: The Hidden Dangers of MCP

https://ainativedev.io/news/these-aren-t-the-tools-you-re-looking-for-the-hidden-dangers-of-mcp
1•ben_s•51m ago•0 comments

The First Moonwalk – Bill Bailey – The Apollo Theatre – New York – 1955 [video]

https://www.youtube.com/watch?v=y71njpDH3co
1•handfuloflight•51m ago•0 comments

Building a High-Performance OpenAPI Parser in Go

https://www.speakeasy.com/blog/building-speakeasy-openapi-go-library
1•subomi•52m ago•0 comments

Deep-learning model predicts how fruit flies form, cell by cell

https://news.mit.edu/2025/deep-learning-model-predicts-how-fruit-flies-form-1215
5•fleahunter•54m ago•0 comments

The Importance of Network Effects for Startups

https://www.techfounderstack.com/p/the-importance-of-network-effects
1•makle•55m ago•0 comments

Korea mandates switch to 5G standalone, warns carriers of measures

https://biz.chosun.com/en/en-it/2025/12/10/IQDII7T33REKFGHNYCMM44QSX4/
2•ksec•56m ago•0 comments
Open in hackernews

Show HN: ToolRegistry – A Python Library for Structured Tool Integration

https://github.com/Oaklight/ToolRegistry
3•Oaklight•7mo ago

Comments

Oaklight•7mo ago
Author here!

I’ve been working on ToolRegistry, a Python library for registering, managing, and invoking tools—from local functions to MCP/OpenAPI endpoints—in a structured, composable way.

With ToolRegistry, you can:

* Register Python functions, classes, or external tools. * Auto-generate JSON Schemas for parameters. * Run tools synchronously or asynchronously in parallel. * Integrate tools over STDIO, HTTP, WebSocket, or SSE via Model Context Protocol (MCP). * Experimental support for OpenAPI services * Compose tools dynamically and reconstruct tool output messages.

The goal is to make it easier to build apps, agents, or systems that coordinate multiple tools flexibly—without getting bogged down in glue code.

GitHub: [https://github.com/Oaklight/ToolRegistry](https://github.com/Oaklight/ToolRegistry) PyPI: [https://pypi.org/project/toolregistry/](https://pypi.org/project/toolregistry/) Docs: [https://toolregistry.lab.oaklight.cn](https://toolregistry.lab.oaklight.cn)

Would love feedback—ideas, issues, or use cases welcome!

Thanks for checking it out.

venk12•7mo ago
This is interesting. I am working on an adjacent idea. I am working on GTM side of things. Would you like to collaborate?
Oaklight•7mo ago
what's GTM?
venk12•7mo ago
GTM is go-to-market. It deals with how to distribute a product so that it can sold out there in the market.