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AI Coding Infrastructure

How agent-ready developer tooling is built: structure, retrieval, anchors, graphs, and operational debugging.

4 episodes

Episodes (4)

Raw Code Is Too Expensive to Reconstruct Repeatedly

Coding agents can read files and search symbols, but repeating that process for every question is slow, noisy, and expensive.

0:00 / 0:23

Why Agents Need Structured Context

Why raw code search is not enough for reliable AI coding workflows

Raw Code Is Too Expensive to Reconstruct Repeatedly

Coding agents can read files and search symbols, but repeating that process for every question is slow, noisy, and expensive.

0:00 / 0:23

Why raw code search is not enough for reliable AI coding workflows