Building a complete pipeline for coding agents

NYCounihan · x · 2026-07-16

The author mentions their past reluctance to manually set up context, review, audit, and deployment workflows for coding agents, which led them to build a complete pipeline for each task type.

They emphasize that this works smoothly in theory, but only if the models are genuinely stable and reliable; otherwise, even the most robust pipeline will be dragged down by model limitations.

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