What are agentic workflows in the SDLC?
Agentic workflows combine ordinary software automation with model-driven judgment for tasks such as issue triage, documentation, or change assessment. An agentic workflow should still have clear triggers, bounded permissions, auditable outputs, and a path for review when the result affects other people or production systems.
What does the source say?
GitHub Agentic Workflows describes repository automation expressed as intended outcomes and executed with coding agents. This shows a concrete SDLC pattern; it does not make nondeterministic reasoning equivalent to a conventional script.
How can you apply this?
Choose one repetitive repository task that requires interpreting text. Define the trigger, input, allowed tools, expected artifact, and review owner. Begin by generating a draft recommendation rather than directly changing state. Compare it with existing human decisions, then decide whether any additional action can be safely delegated. Require the proposed change to identify its evidence source and the exact repository action it is asking someone to approve.
What should you watch out for?
Keep conventional checks where exact rules work. Adding model judgment to deterministic tasks can make execution harder to reproduce and diagnose.