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The AI-Native Software Development Lifecycle: Harnessing Autonomous Agents for Production Code

A practical playbook for engineering teams integrating autonomous coding agents, specialized subagent swarms, and human-in-the-loop review.

From Autocomplete to Agent Collaboration

The software development lifecycle is shifting from manual coding assisted by autocomplete suggestions to autonomous agent orchestration. Engineers define high-level architecture, design systems, and security constraints, while specialized subagent swarms execute implementation plans, write automated tests, and produce verifiable pull requests.
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