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The Evolution of Code Intelligence: From Models to Agents

A comprehensive analysis of the transition from code-generating foundation models to autonomous software development agents.

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Future Directions

  • Formal Verification: Integrating formal methods to mathematically prove code correctness.
  • Multi-Agent Systems: One agent writes code, another reviews it (PR reviewer), and a third writes tests (QA).
  • Test-Driven Generation: Agents that write the test first to define the success criteria before implementing the solution.
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