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Vibe code your agents without vibe coding your agent

Vibe code your agents without vibe coding your agent

by jeffreyip·May 8, 2026·6 points·0 comments

AI Analysis

●●●BangerBig BrainSolve My Problem

Closes the loop: agents read eval traces to fix their own regressions.

Strengths
  • Span-level context in traces pinpoints exact failure points for agents.
  • Automated dataset generation removes the manual labor of writing test cases.
  • Integrates directly into CI/CD pipelines for regression gating on prompts.
Weaknesses
  • Relies on the coding agent's ability to interpret metric reasons correctly.
  • Complex setup curve for teams not already using pytest-style evaluation.
Category
Target Audience

LLM application engineers and prompt developers

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