· ai-devtools
Inkitt Builds a One-Shot PR Creator with Resumable Agent Orchestration
Triggered through Slack, Linear, or an API call from another agent, the workflow runs on remote infrastructure, reducing the need for developers to set up and supervise coding agents locally.
Inkitt reported that the system was shipping code daily in a technical article published by Inkitt Tech. The Agi Letkiewicz Tanner Lead Engineer at Inkitt, described it as Event-driven orchestrator that coordinates short-lived agent containers rather than relying on a fixed pipeline. Individual stages handle specification, implementation, verification, CI failure repair, and merge conflict resolution.
The orchestrator persists each run in a database, allowing execution to resume from its recorded state. Inkitt's one-shot PR creator architecture (Source: Inkitt Blog Post) The orchestrator separates decision-making from side effects. Its core transition function maps the current run state and incoming event to the next action without directly accessing a database, network, or language model.
