Debug and improve how your team’s agents behave.
Fix recurring agent mistakes. Reduce waste. Understand how your team is working, in real time.
Powerplant uses your team's prompts and sessions to level up the coding agent you already use.
Works in
Claude
Codex
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Turn team goals into team results.
ExampleTeam goal
Onboarding copy stays brief.
Jaycee
Writes the onboarding copy
Simon
Reviews it: “too long”
Allen
“Shorter.”
×14
Jenn
Turns Allen’s tips into a skill
Jenn
Emails it to Simon
Simon
Pastes it in. Still wordy.
Steve
PR bounced: too wordy
3rd timeJaycee’s Codex
Saves a memory only she has
Sam
Copies an old version from Slack
Max
Writes a personal rule. Fixed, for Max only.
Some people fixed it. No one fixed it for everyone.
Shared solution
Jenn’s agent writes it from the team’s sessions.
Every agent on the team loads it
ClaudeCursorCodex
The whole team’s agents work better.
- Recurring mistakes drop.
- Token costs go down.
- PRs get merged faster.
How it works: your agents already keep logs.
Powerplant redacts and syncs them, then every agent on your team can leverage them.
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AllenClaude Code
Session logs
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JennCursor
Session logs
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JayceeCodex
Session logs
Powerplant
Back to every agent: MCP lets each one use the shared logs
Stop fixing the same agent problems twice.
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What we’re learning as we build and serve great product engineering teams.
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