Developer Workflows

Structured specs prevent AI agents from guessing and drifting off course.

Agents now work openly in Slack, not alone in private tabs.

Four layers crack under agent-scale load, and most teams aren't prepared for the pressure.

How startups can build sustainable practices around AI agents before their edge decays.

Agents now handle entire development tasks, but teams must review output to avoid bottlenecks.

Autonomous AI now executes full development tasks while humans set direction and verify results.

Agents iterate dozens of times per commit, making pipeline speed the real bottleneck.

Humans need checkpoints, not just oversight, to make agent pipelines work safely.