The Rise of WebMCP: How AI Agents Can Interact Directly with Your Website
AI agents currently reverse-engineer your website through screenshots and DOM parsing. WebMCP changes this by letting the site publish structured tools — so agents can discover, invoke, and complete actions without interpreting the interface.
Stop Burning Tokens in Claude Code: Measure, Cut, and Keep What Matters
Every Claude Code request ships 25,000+ tokens before your prompt reaches the model. A proxy reveals exactly what is being sent — and permissions.deny cuts it to 8,000 tokens without losing any capability.
What Is an Agent Harness? The 4 Conditions Every AI Builder Must Know
An agent harness is not just a wrapper around a model. It is the runtime layer that connects a model to its environment. Learn the 4 necessary and sufficient conditions, 6 optional qualifiers, and how to identify any agent harness — with real-world examples from Claude Code and Codex.
Loop Engineering: How to Build Reliable AI Agents in 2026
Loop engineering is the discipline of wrapping AI agents in a check, a budget, and a stop condition. Learn the five agent loop patterns, tool calling, and the pre-flight checklist for reliable AI systems.