Autonomous AI Agents: What Solo Developers Can Ship in a 2-Hour Sprint

As AI development tools mature, the ability to delegate autonomous iteration with real constraints is shifting how solo developers allocate effort. Rather than writing isolated features, an unsupervised AI agent built diagnostic infrastructure and preemptive system hardening—work that compounds across future projects. This pattern suggests a new development paradigm where clear direction and time budget replace traditional feature planning.