Powerplant
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AI made us faster. Now there’s a logjam of PRs.

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Works in

Claude

Codex

Cursor

A machine takes in coins and sends pull request boxes along a curved belt, past a review light, to a rocket waiting at the other end.

Your systems weren’t built for this speed. So PRs pile up.

Each one is hard to assess, so review takes longer and the line backs up.

Your agents have never had a performance review. It shows.

They trip on the same few things. Powerplant fixes those for you, and the grades come up.

Mock report card from the Powerplant school for agents. Before and now: follows instructions D to A, knows when to stop F to B plus, asks before deleting D minus to A minus, reads the docs F to A minus, confidence A plus both times. Teacher's comment: still confident, now usually right. Signed, your CTO.

Powerplant finds the bottleneck and fixes it. So PRs get easier to merge.

No project to staff.

Your pioneers have tactics. The rest of your team has friction.

Powerplant takes both and pulls the whole team forward.

Same agents, a better receipt. Now you can say what it bought.

The money that went on retries and rework goes on work that ships, and the bill comes down.

AI engineering experts, included in every plan.

I mean… we’re not literally in the plan.
But we work with your team to level up your workflows.

  • Human support, AI workflows

    We’ve seen the gains and pains on over 100 teams. Let us help level yours up.

  • Custom reports and skills

    Powerplant MCP is powerful. In-repo skills make it easy for your team to leverage.

  • Evals and analysis

    We can work with your team to help your agents run cheaper and better.

  • Repo readiness work

    Turn siloed skills and one-off memories into shared agent infra.

  • Hit goals, move faster

    We’re not happy until you’re shipping improvements to customers faster.

Your agents already keep logs.
Then throw them away.

Once Powerplant redacts and syncs, every agent on your team can leverage the power of more context.

  • AllenClaude Code Session logs
  • JennCursor Session logs
  • JayceeCodex Session logs

Powerplant

CLI RedactionAllowlisted repos only
AnalyzeSkills used, tokens wasted, etc

Every agent improves using shared MCP

Mistakes down, merges up.

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What we’ve learned so far

Notes from building with coding agents every day.

All posts
A Claude Code session asking why Claude users hit their limits but Codex users do not, with the agent offering to compare waste patterns.

Allen Pike · October 5, 2026

Coding Agent Cost Analysis: Tools and Approaches

Current approaches and tools for understanding and improving a team's coding agents' cost and workflows.

Read the story A Powerplant demo highlighting a “Screenshare not connected” notification in a product interface.

Allen Pike · July 14, 2026

Coding Agents Gotta Attach Demo Videos

The least a coding agent can do is show its work.

Read the story