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AI Agents

1778 summarised stories about AI Agents, each linking back to the original source. Browse all topics →

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Monday, 29 June 2026

12 Factor Agents

GitHub 3 months ago 52

A developer published '12-Factor Agents,' a set of engineering principles for building reliable LLM-powered applications, inspired by the 12-factor app methodology. The framework includes 12 specific practices such as owning prompts, managing context windows, and designing stateless reducers, based on the author's experience with dozens of AI-building founders. The guidance aims to help software engineers integrate agentic capabilities into existing products rather than rebuilding entirely on agent frameworks.

OpenPencil

GitHub 3 months ago 54

OpenPencil is an open-source vector design tool that generates UI layouts from text prompts using AI agents working in parallel on different page sections. The tool supports multiple AI models including Claude, GPT-4o, and Gemini, with code export to React, HTML, Vue, Flutter, and other frameworks. Users can now design interfaces through natural language descriptions, modify them by selecting elements and chatting, and export to production-ready code across nine different platforms.

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