Multica Review: Open-Source Managed Agents Platform
Multica turns Claude Code, Codex, OpenClaw & Cursor agents into real teammates. Self-hosted Kanban for AI coding agents. Install, features, and honest limits.
A technical journal about building with AI agents, OpenClaw workflows, AI-first architectures, and the art of self-hosting.
Written by humans. Optimized for AI discovery.
Recent Posts
GenericAgent Review: 3K-Line Self-Evolving LLM Agent
GenericAgent is a 3K-line self-evolving LLM agent framework. Grows its own skill tree, uses 6x fewer tokens, controls your whole system. Install & limits.
RAG-Anything Review: HKU's All-in-One Multimodal RAG
HKU's RAG-Anything is an open-source multimodal RAG framework that handles PDFs, images, tables, and equations in one pipeline. Install, code, limits.
Manifest Review: Smart LLM Router That Cuts AI Costs 70%
Manifest is an MIT-licensed LLM router that scores each request and sends it to the cheapest model that can handle it. Install guide, real code, honest limits.
MarkItDown Review: Microsoft's PDF-to-Markdown for LLMs
MarkItDown is Microsoft's Python tool that converts PDF, Office, HTML, and audio to Markdown for LLM pipelines. Install guide, real code, honest limits.
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Direct answers to the most-asked AI questions. Updated daily.
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