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GPTZero to Join Superhuman

https://gptzero.me/news/preserving-whats-human/
1•SpyCoder77•6m ago•0 comments

See What's Next for Firefox

https://www.firefox.com/en-US/whatsnext/
2•birdculture•6m ago•0 comments

Honey, We Bought an AI Story

https://www.bona-books.com/news/we-bought-an-ai-story
1•bigiain•6m ago•1 comments

Lead–Crime Hypothesis

https://en.wikipedia.org/wiki/Lead%E2%80%93crime_hypothesis
1•chistev•9m ago•1 comments

Anthropic Expands In Manhattan, Part of an AI Boom in New York

https://www.nytimes.com/2026/07/07/nyregion/anthropic-ai-boom-nyc.html
1•jbegley•10m ago•0 comments

Structure and Interpretation of Computer Programs Video Lectures

https://ocw.mit.edu/courses/6-001-structure-and-interpretation-of-computer-programs-spring-2005/v...
1•gjvc•10m ago•0 comments

Open_pg_tde: Transparent Data Encryption for PostgreSQL

https://github.com/commandprompt/open_pg_tde
1•linuxhiker•13m ago•1 comments

Anthropic files lawsuit against Abnormal

https://twitter.com/evanreiser/status/2074577564006519020
1•warthog•15m ago•0 comments

PixelSat I Software Part 1: Comms System

https://www.projectpixelorbital.com/software-1/
1•aadishv•16m ago•0 comments

Google Search lets creators know more about their reach

https://www.theverge.com/tech/961955/google-search-console-reach-platform-properties
1•herbertl•16m ago•0 comments

Show HN: Perks Reminder – open-source tracker for expiring card benefits

https://github.com/lifan-builds/perks-reminder
1•lifan-builds•17m ago•0 comments

Tried a new VSCode Agent tonight. Like it. Thought I'd pass it on

https://buildbygrok.gumroad.com/l/BuildwithChat
1•BigJimTom•18m ago•0 comments

Show HN: A LinkedIn / X CLI for your agents

https://usesocial.dev
1•knrz•20m ago•0 comments

Show HN: PGP made convenient (encrypted at rest with passkeys)

https://chromewebstore.google.com/detail/pgp-tools-encrypt-decrypt/pgpcdgggohpbombhkffjoiiafdlfcpgp
1•acorn221•21m ago•1 comments

A 13th-Century Enumeration Algorithm, Ignored for 700 Years

https://blog.klipse.tech/aboulafia/2026/07/06/a-13th-century-enumeration-algorithm-ignored-for-70...
1•viebel•22m ago•0 comments

Free 100M AI tokens for Kimi and MiniMax models

https://inference.dahl.global/
4•litppicho•23m ago•4 comments

The "Merge" with AI Has Begun

https://www.thenation.com/article/society/the-merge-with-ai-has-already-begun/
2•petethomas•27m ago•1 comments

I had to give a wrong answer to get the job (2017)

https://dewitters.com/i-had-to-give-a-wrong-answer-to-get-the-job/
1•downbad_•30m ago•0 comments

Ask HN: Please give us an option to hide our username in the upper right corner

1•swingandamiss•30m ago•2 comments

Designing Firefox for the Future

https://blog.mozilla.org/en/firefox/new-firefox-design/
2•iBelieve•34m ago•1 comments

Most slopcode projects are abandoned and deleted within months of release

https://www.osnews.com/story/145469/most-slopcode-projects-are-abandoned-and-deleted-within-month...
5•backlit4034•36m ago•1 comments

Ask HN: How do you keep documentation up to date with AI generated code?

2•ghosts_•36m ago•1 comments

Show HN: Free Mermaid Diagram Editor

https://moxiedocs.com/mermaid-diagram-editor
2•ghosts_•38m ago•0 comments

How OpenAI Delivers Low-Latency Voice AI for 900M Users

https://blog.bytebytego.com/p/how-openai-delivers-low-latency-voice
1•gmays•41m ago•0 comments

Muse Image and Muse Video, the first media generation models developed by Meta

https://twitter.com/AIatMeta/status/2074577662840832382
2•jeudesprits•44m ago•0 comments

Cognitive and affective effects of L-Theanine: review of 31 randomized trials

https://www.nature.com/articles/s41380-026-03727-9
1•bookofjoe•46m ago•3 comments

Windows is watching: Anti-piracy tool fingers Scattered Spider suspect

https://www.theregister.com/cyber-crime/2026/07/07/windows-is-watching-anti-piracy-tool-fingers-s...
3•Mgtyalx•46m ago•0 comments

Git Hash Chain Malleability

https://arxiv.org/abs/2607.02820
2•xqb64•47m ago•1 comments

Neural Geometry in Vision Models with Block-Sparse Featurizers

https://www.goodfire.ai/research/bsf-vision
2•babelfish•47m ago•0 comments

J-Space: Where Claude silently performs reasoning steps

https://twitter.com/AnthropicAI/status/2074185358678364414
3•jhatax•52m ago•3 comments
Open in hackernews

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

https://github.com/Oaklight/ToolRegistry
3•Oaklight•1y ago

Comments

Oaklight•1y 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•1y 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•1y ago
what's GTM?
venk12•1y ago
GTM is go-to-market. It deals with how to distribute a product so that it can sold out there in the market.