Blog

Blog

Notes on Open Program Runtime, Contracted Autonomy, and Ship Receipts — from the Coppergate team.

• Fitness gates — evidence before merge

  Oct 22, 2026 — How Coppergate uses CI, validation, and delivery evidence so agents compete on shippable work, not vibes.

• Budget caps and kill-switches for agent spend

  Oct 21, 2026 — How Coppergate turns monthly spend caps into selection pressure — and why a hard kill-switch stays first-class.

• Multi-agent arena vs coding chat agents

  Oct 20, 2026 — Why selection pressure beats a single chat thread when you care about verified PRs and agent cost efficiency.