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Articles on AI workflows, MCP patterns, and what we have learned building Synapse.

May 15, 2026•

AI EngineeringCognitive DebtLearning

Why We Built AI in a Shell Around Concepts, Not Just Chat

AI can help you move faster, but it can also make you lose the plot. The answer is not less AI. It is a learning loop where the human still reasons.

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April 20, 2026•

AI AgentsAgent Harness

Your AI Agent Has a Brain. Does It Have Hands?

Most agent failures aren't model failures — they're harness failures. Here's what an agent harness is, why it matters, and how to stop over-engineering it.

February 20, 2026•

AI AgentsMCP

WebMCP: Websites can now talk directly to AI agents

AI agents are terrible at browsing websites. WebMCP lets sites declare what an agent can do on a page — turning messy scraping into precise tool calls.

The missing piece for AI coding agents: Vercel's agent-browser

February 8, 2026•

AI AgentsBrowser Automation

The missing piece for AI coding agents: Vercel's agent-browser

AI agents can write code and run tests, but they can't see the website. Vercel's agent-browser finally closes the feedback loop.

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