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WorkflowsPodcastCustomersStatus PageTrust CenterSecurity# The Agentic SDLCThe best AI teams stopped prompting agents task by task. They run standing loops: agents carry the repetitive middle of the SDLC, humans decide at the checkpoints, and every run sharpens the next.Continuous learning · every run improves the loopTrusted by leading enterprises## A personal loop is a habit.Your team's loops are infrastructure.Loop engineering started with individuals: one person's loop in one person's terminal. At team scale it becomes a system where agents work toward outcomes, bringing humans in where judgment matters most.### Individual loopOne developer, one terminal. Fast, personal — but the knowledge stays local and the loop stops when they do.### Organizational loopsStanding loops across every team. Always running, always sharing, always improving.That is the difference between a personal habit and an operating model. Cosmos is the platform built for the second.Read: What is loop engineering## The loopsThe unglamorous, repetitive middle of the SDLC is where the hours go. These loops carry it: agents and humans side by side, each doing the part they are best at.### Code review loopEvery PR gets a substantive first-pass review within minutes. Senior engineers review for intent and architecture, not line-by-line diffs.### Ticket-to-PR loopAssign a ticket; the loop investigates, writes the change, and exercises it end to end. Its outcome feeds the code review loop.### Vulnerability remediation loopFrom alert to reviewed fix without a war room. The loop maps the blast radius and hands your team patches to approve, not research to start.CVEs remediated automatically### Incident response loopBy the time the on-call engineer joins, the investigation is done: likely cause identified, timeline drafted, context assembled.Resolved before on-call joins