Agent Design
How you actually build AI agents that work. Architectures, tool use, memory patterns, and the frameworks worth paying attention to.
Deep Dives and Frameworks
Implementation playbooks, operator patterns, and durable analysis.
Signals, Maps, and Watch Lists
Production-oriented analysis, benchmarks, and market/system intelligence.
External tools
Execution tooling is separate
Swarm Signal keeps the analysis layer. Use BoredTools for reusable production templates and trackers.
The MCP Guide: Model Context Protocol Is AI's USB Port
97 million SDK downloads. 10,000+ community servers. MCP is becoming AI's universal connector, but its security model hasn't caught up with its adoption.
What Is Agentic AI: The Complete 2026 Guide
Gartner client inquiries about agentic AI surged 1,445% in a single year. This guide covers what agentic AI actually is, where it works, where it fails, and what the hype misses.
The Protocol Wars Nobody's Winning
Ten competing agent protocols and counting. MCP won the tool layer but shipped without authentication. The alphabet soup is a coordination failure.
The Lobster in the Machine: Why OpenClaw is More Than Just Another AI Framework
The entire AI industry is converging on agents. Anthropic, Moonshot, and OpenAI are all racing to build more autonomous, capable systems. But while the...
Agents That Rewrite Themselves: The Self-Modifying Stack Is Here
Three independent papers demonstrate agents rewriting their own training code, generating their own knowledge structures, and refining their reasoning at test time. Self-improvement has moved from theory to working engineering.
Tools That Think Back: When AI Agents Learn to Build Their Own Interfaces
The first generation of agents treated tools as static functions. The emerging generation reasons about tools, remembers usage patterns, and adapts to heterogeneous interfaces.
From Prompt to Partner: A Practical Guide to Building Your First AI Agent
Agents have moved from academic benchmarks to production systems processing millions of conversations. The gap between hype and reality comes down to architecture. This guide walks through model selection, tool design, and instruction engineering with production examples.