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Trends
- 1Strata launches semantic layer designed to reject bad LLM queries●Show HN: Strata – an expressive semantic layer that can say no to your LLM
Developers on Hacker News are discussing Strata, a new semantic layer tool that can refuse requests from large language models when a query is invalid or unsupported. The product, showcased via its website strata.do, aims to give data teams more control over how LLMs access and interpret their data. Early engagement suggests interest in safer, more disciplined AI-to-database interactions.
- 2
Garry Tan has released gstack, a TypeScript collection of 23 opinionated Claude Code tools on GitHub, designed to act as a CEO, designer, engineering manager, release manager, documentation engineer and QA in a developer's workflow. Developers are examining the setup and debating how AI coding agents should be configured for real product teams.
Repos
- CopilotKit/OpenDots Your always-on AI coworkers that move between text, calls, and Slack.
- paperclipai/paperclip The open-source app everyone uses to manage agents at work
- garrytan/gstack Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Man
- openclaw/openclaw The AI that really does things. Any OS. Any Platform. The lobster way. 🦞
- mvschwarz/openrig Build your own network of agents from Claude Code, Codex and Pi: persistent teams with roles, shared context and owned w
- dream-num/univer The Office Harness for AI Agents — Spreadsheets, Docs, Slides, Canvas, Relational Tables, and PDF in one runtime.
- JoasASantos/Offensive-Security-AI-Models Uncensored AI models or those fine-tuned for cybersecurity tasks.
- LockedinLabs-AI/agent-console Local-first observability for AI coding agents. Every Claude Code and Codex session's tokens, cache, models and cos