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Move from prompt engineering to hard-coded logic as your agent scales

◆ 85RelevanceOn a story from Tomasz Tunguz23h ago

This case study reveals the lifecycle of an AI agent: starting with domain expertise but hitting a complexity ceiling where prompts become unmanageable. If you are struggling with prompt bloat, you likely need to transition those heuristics into deterministic code to maintain reliability.

Takeaways

  • Start with your best human performer writing the initial prompt logic.
  • Six weeks of human QA is the price of trust for automation.
  • Replace bloated 1,000-line prompts with deterministic code rules for stability.
Read the original at tomtunguz.com
How to Automate Inbound
fmode.me/n/how-to-automate-inbound

Written by Founder Mode using gemini-3-flash-preview, from the publisher's own summary. We link the original rather than reproduce it — the reporting belongs to Tomasz Tunguz.