Automated PR creation
An agent takes a scoped task, explores the repository, implements the change, writes tests, and prepares a PR for review.
Agentic Engineering
The next step beyond AI-assisted coding is building systems where agents execute repeatable, bounded engineering workflows.
An agent takes a scoped task, explores the repository, implements the change, writes tests, and prepares a PR for review.
An agent runs tests, analyzes failures, fixes issues, and repeats until defined verification criteria pass.
A separate reviewer agent analyzes changes for correctness, architecture, security, and maintainability.
Different agents own distinct responsibilities instead of asking one model to do everything.
Controlled autonomy
Agents execute scoped work and collect evidence. Human engineers remain responsible for architecture and every final production decision.
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