Collect, Store, Analyze, and Act

Your coding agents leave a record. Nobody reads it.

Claude Code, Codex, Cursor, OpenCode, Pi. Every session is a full transcript of how the work actually got done: what the agent tried, what it retried, what it wrote and threw away, which rule in CLAUDE.md it ignored. There are too many to read, and they are being deleted. HypAware reads all of them.

An example of what a pass hands back: each finding, the sessions behind it, the fix, and whether it held.

FindingsExample · last pass 06:02

FindingEvidenceNext pass

Agent ignores the “run tests before commit” rule in CLAUDE.md

Fix: skill: pre-commit-tests

27 sessions · Claude Code

Still happening

Subagent runs on the most expensive model for file search

Fix: config: pin subagent model

63 sessions · Claude Code, Codex

Held · 2 passes

Same deploy script rewritten by three engineers this week

Fix: skill: deploy

12 sessions · Cursor, Codex

New finding

01What you can't see

What you can't see today

Did the skill you wrote last week change anything?: You found the problem, wrote the skill, put it behind a slash command. Whether the agent follows it, and whether the next person hit the same wall anyway, is sitting in the transcripts.
What are the rest of the team's agents doing?: Your sessions can't see anyone else's. Every engineer is hitting the same problems alone, on their own laptop, and nobody can see the whole team's sessions in one place.
How much of the work was thrown away?: Retries, failed tool calls, tools written and abandoned, a subagent quietly running on the most expensive model. The pull request looks fine. How it got there is only in the session.

02The loop

What HypAware hands back

A pass reads every session your team ran and comes back with four things.

Evidence. The sessions, the environment they ran in, and the prompts, skills, and CLAUDE.md in use. Every finding links to the sessions it came from.
Findings. What happened and how many times, across the whole team. A rule the agent keeps ignoring is a finding. A tool it calls wrong every time is a finding.
Recommendations. The root cause and the change that fixes it: a skill to write, a tool to add, a permission, an environment fix. Your agent applies it.
Verify it stays fixed. The next pass re-checks every previous finding. Agents change, models change, skills rot. A fix that quietly stopped working gets caught.

03Works with

Works with what you already run

Claude Code, Codex, Cursor, OpenCode, Pi, OpenClaw, Hermes, etc., through whichever interface your team uses. One install. Nothing else to instrument. Gemini CLI is next.

You already have the data. Using it is the problem.

npm i -g hypaware
hyp setup

Install HypAware using npm i -g hypaware, then run hyp setup --guide and follow its instructions.

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