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Golden Paths Weren't Built for Agents

https://www.massdriver.cloud/blogs/golden-paths-werent-built-for-agents-part-1
1•mooreds•35s ago•0 comments

AI coding is addictive. Engineers are paying the price

https://leaddev.com/ai/ai-coding-is-addictive-engineers-are-paying-the-price
1•sefrost•2m ago•0 comments

Mistral vs. Claude on our onboarding: 4× faster, 30% cheaper

https://squidler.io/blog/eu-models-1-discovery-mistral
1•tidbeck•5m ago•0 comments

How Fighter Jets Lock on (and How the Targets Know) (2014)

https://gizmodo.com/how-fighter-jets-lock-on-and-how-the-targets-know-1644871272
2•downbad_•5m ago•0 comments

Give Smart People the Tools to Do Smart Things

https://superuserdone.com/posts/2026-07-03-give-smart-people-the-tools/
1•SuperUserDone•7m ago•0 comments

Well, the Steam Machine was pretty cool for the 20 minutes that it worked

https://old.reddit.com/r/steammachine/comments/1ulzo6a/well_the_steam_machine_was_pretty_cool_for...
1•HelloUsername•7m ago•0 comments

Pilot Shell: Spec-driven plans; enforced quality gates; persistent knowledge

https://github.com/maxritter/pilot-shell
1•sea-gold•7m ago•0 comments

Stop AI from Wrecking Your Codebase with Spec-Driven Development

https://guibai.dev/a/7656050265522913280/
1•Soarez•7m ago•0 comments

Whose Lungs Pay for AI: The Hidden Cost of Data Centers

https://nonogra.ph/whose-lungs-pay-for-ai-the-hidden-cost-of-data-centers-07-03-2026
1•arkhiver•8m ago•0 comments

Building an Intern

https://cra.mr/building-an-intern/
1•vinhnx•8m ago•0 comments

Show HN: LimitBar, a macOS menu bar app showing your Claude usage limits

https://mikaweiss6.gumroad.com/l/limitbar
1•MikaW•9m ago•0 comments

Dad Books Are a Dying Breed

https://www.wsj.com/business/media/dad-books-are-a-dying-breed-d9a28b49
1•loughnane•9m ago•0 comments

An E Ink ESP32-Based Game Boy

https://hackaday.com/2026/07/02/an-eink-esp32-based-gameboy/
1•tjwds•11m ago•0 comments

Trump portfolio tracker account suspended one day after launch

https://www.washingtonexaminer.com/policy/finance-and-economy/4634208/trump-portfolio-tracker-acc...
2•felooboolooomba•14m ago•1 comments

Using OpenTofu's Exclude Flag to Isolate Performance Bottlenecks

https://masterpoint.io/blog/using-opentofu-exclude-flag-isolate-performance-bottlenecks/
2•mooreds•15m ago•0 comments

Show HN: Hello Inbox – Maximize inbox placement for email marketing campaigns

https://www.helloinbox.email/
1•ismaelyws•16m ago•0 comments

Build a blog engine in 15 minutes with Ruby on Rails (2005) [video]

https://www.youtube.com/watch?v=Gzj723LkRJY
1•rmsaksida•20m ago•0 comments

C++ Under Pressure: A Practical Interview Guide from 1k Technical Interviews

https://leanpub.com/cpp-under-pressure
1•ahmedmohamed_•21m ago•0 comments

Colophons, and why I'd never heard the word

https://lionshead.digital/notes/colophons-and-why-id-never-heard-the-word
1•earnestamateur•22m ago•0 comments

Show HN: Finding better quantum error correction codes using ILP

https://github.com/ynnk-research/Modular-Assembly-of-High-Performance-Logical-Blocks
1•ynnk•23m ago•0 comments

How many failed startups have you launched?

1•steelebillings•23m ago•0 comments

OpenClaw vs. a 475-page datasheet[video]

https://www.youtube.com/watch?v=fdidNp5IHHI
1•totetsu•24m ago•1 comments

A Third Party Breached the Intercept's Signal Tip Line

https://www.dropsitenews.com/p/intercept-signal-tip-line-breach-hack
1•colinprince•26m ago•0 comments

Union Busters Coming After Me: The Fred Hutch Website Saga

https://www.nlrbedge.com/p/union-busters-coming-after-me
2•apwheele•27m ago•0 comments

Instead of banning AI, I made a classroom contract with my students

https://www.science.org/content/article/instead-banning-ai-i-made-classroom-contract-my-students
1•digital55•28m ago•0 comments

Install-fixer CLI for developer tools – macOS and Linux

https://murderszn.github.io/sprout/
1•murderszn•28m ago•0 comments

SOC Simulator – Browser SOC training grounded in real Intel, free

https://www.socsimulator.com
1•iruhernandez•29m ago•0 comments

Show HN: TaskPeace – a task queue my AI coding agents pull work from over MCP

https://taskpeace.com/
2•JulianQuinn•29m ago•0 comments

Anatomy of Persistent Memory's 3 Layers: Comparing ContextNest, Mem0 and Zep

https://promptowl.ai/resources/persistent-memory-ai-agents/
3•sparkystacey•29m ago•0 comments

Musk's X poses "serious risk to Americans' privacy," advocates warn FTC

https://arstechnica.com/tech-policy/2026/07/musks-x-poses-serious-risk-to-americans-privacy-advoc...
2•rbanffy•33m 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.