8 articles
A Claude agent operating system turns Claude from a chat window into a mission-control dashboard with memory, skills, and multi-agent orchestration. Here's how to build one — no code required.
AI-vs-AI debate tools use two adversarial language models to stress-test your ideas and teach you faster than a single agreeing chatbot. Here's how to build one and why the research says it works.
OpenAI Astra proved AI can grind on one hard problem for days, not seconds. Here is the practical playbook for giving your AI bigger, messier jobs now—before the model lands.
OpenAI Astra resolved ten open math problems with machine-checked Lean proofs for about $2,000. Here's what the architecture, cost, and verification model mean for developers and small businesses building with agentic AI.
Build an AI co-writing system for long-form serialized fiction the way a $400M audio platform does it: planner, context, drama, and adaptation agents — open-source stacks compared, costs included.
Multi-agent pipelines fail when agents do deterministic work, lose context at handoffs, and reason without shared domain knowledge. Here is the framework to decide single vs multi agent.
AI agent OS setup guide 2026: organize multiple AI agents with shared memory, background tasks, and voice control instead of juggling chat tabs. Real architecture, not hype.
Discover how Sakana AI's Fugu and Fugu Ultra orchestrate multiple AI models to achieve and surpass the performance of monolithic frontier LLMs like Fable and Mythos.