I scrapped my working AI agent pipeline and rebuilt it (postmortem)

Show HN: I scrapped my working AI agent pipeline and rebuilt it (postmortem)

I scrapped my working AI agent pipeline and rebuilt it (postmortem) is active in the show hn launch space.

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Scrapped 2,000 lines of “working” AI pipeline code and replaced it with one agent prompt. System got simpler, more accurate, and harder to break.Here's everything I extrapolated from building a rebuilding a large-scale integrated AI system, and a fundamental paradigm choice when building these systems.If you want a deep dive, you'll get one.

The company sits in the show hn launch segment, where it competes on its core product or service.

The company is listed at the Show HN launch stage of development.

Website: xenendev.github.io/2025/12/15/agentic-vs-procedural