Atlassian ships governed agent loops: 94% of teams use AI in SDLC but only 6% can scale it

dr_cintas · x · 2026-09-11

Atlassian launched governed agent loops for the AI-native SDLC — agents that keep working until the job is done, with governance built in. Its 2026 AI SDLC study found 94% of engineering leaders use AI, but only 6% have systems to scale it across the full lifecycle. New features: Code Context grounded in the Teamwork Graph, backlog-to-PR automation, and enforced team Standards — one layer both feeds agents context and controls what they can touch.

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