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AI coding agents need a control plane

Control plane for teams shipping with AI coding agents.

Turn requirements into agent-ready tasks, track PRs, reviews, and deployments, and keep every AI-generated change tied back to the original plan.

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codeflight/coding-plan.md
Plan

Summary

Add account usage billing from event intake to invoice rollup.

Key Changes

  • Update backend/app/api/usage.py with metering validation.
  • Add billing rollups in backend/app/services/billing.py.
  • Wire frontend/components/billing-panel.tsx to usage totals.

Test Plan

Cover API validation, account authorization, and invoice rollup totals.

Assumptions

Existing account roles and billing periods remain unchanged.

Lineage

Integration with

  • Codex
  • Cursor
  • Railway
  • GitHub
  • VercelComing soon

Code generation is not the problem

Codex/Cursor can generate code. CodeFlight helps teams avoid losing control after 5 agents open 10 PRs.

Stop managing agents by hand

Engineering managers should not become air traffic controllers manually tracking plans, PRs, reviews, and deploys.

Requirement to audit trail

The workflow is requirement -> agent task -> PR -> review -> deployment -> audit trail, with every change tied back to its plan.

Connect GitHub, Codex, Copilot, Cursor, Railway, and the tools your team already ships with.

Enter CodeFlight