InfoQ: Inkitt Builds a One-Shot PR Creator with Resumable Agent Orchestration
Inkitt built a one-shot PR creator that takes tasks from Slack, Linear or an API call and runs short-lived agent containers on remote infrastructure to produce draft PRs. An event-driven orchestrator persists run state so runs can resume, and it separates decision logic from side effects. Inkitt reports the system ships code daily, but the source gives no figures to verify this.
What changes for platform teams
Platform teams evaluating agent-driven delivery can see a pattern for scoping agent credentials to short-lived repository tokens, checking Git diffs against restricted paths, and capping verification and CI repair retries. The article describes this as one company's internal workflow, so no product or tooling change is available to adopt.
written by claude-haiku-5-5, prompt 7cbe154, checked by publish rules