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Tuneloop

a local CLI for analyzing coding agent session transcripts

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Hey HN,I think session transcripts written by coding agents like Claude Code and Codex are very interesting because they offer a detailed window into how work gets shipped. You can see the sequence of decisions that resulted in the final PR, what the agent got wrong, tools used etc. So I built a cli that analyzes these sessions and provides a local dashboard that shows what each session shipped (PRs, features), how much each PR cost, and recommendations for more effective usage.Concretely, it enriches each session with:- Outcome links: merged PRs, features shipped, files changed- Granular cost attribution to outcomes- Task complexity- Agent autonomy- Work type- Key decisions- Tool error categoriesand across sessions, identifies:- Agent rework / re-steer themes- Patterns of deviations from best practicesCombined with the data already in the transcript like model, agent harness and repo, this data lets you answer questions like:- How much of my AI spend went into PR #2, or feature X?- Are my agents getting more autonomous over time on complex tasks?- What's my success rate on repo X vs. repo Y (or any other dimension you care about?)Works with Claude Code, Codex, OpenCode, and Pi. Everything runs and stays on your machine; enrichments that need an LLM can use your own provider key or a local model.The repo is at https://github.com/tuneloop/tuneloop, and you can try it by running `npx tuneloop@latest analyze`.Some things that are in the works next:- Skill invocation analysis – was re-work needed after a skill invocation?- harness/model comparisons on merged PRs – creates swe-bench style tasks from merged PRs on internal repos to help compare model/harness choices.- a version that offers this visibility at the team level.I’d love to hear from folks here if you find this interesting. Do you look at session transcripts much (perhaps via `/insights` on Claude Code or otherwise)? what do you find useful to track and actionable?

HN · launched Jul 30, 2026 · 5 upvotes (top 89%) · 0 views

Niche: ai agent observability platforms · 220 launches, 5 in the last 7 days ▼ -64% · Explore this niche →

Category and tags

  • Horizontal
  • Analytics & BI
  • Developer
  • AI feature
  • Hobby / open-source project

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Could you build this?

Yes A CLI tool that reads JSON or markdown transcript files generated by coding agents and computes summary metrics, tool usage stats, and error patterns is standard scriptable software.

Discussion

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Competitors

Other products that read as similar to this one : 1006 launches clear the similarity bar, closest 8 shown.

Attention rank: #934 of 1007 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 268 days after the earliest competitor.

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