Building a Coding Agent From Scratch

In LangChain's Terminal-Bench experiment, changing only the harness (with the same model) moved a coding agent from ~30th place into the top 5: the harness, not the model, is what makes a coding agent good.

We spent months under the hood of Claude Code (via its leaked source), OpenCode, Pi, and Aider, then distilled it into 8 articles and 4 videos where you'll build decode, your own coding agent, from scratch — one headless core hooked to two modes: an interactive TUI and a remote runtime running N copies in parallel.

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Designing Enterprise MCP Systems