Engineering Insights

Behind the scenes of how Codegen works. Topics include dependency graphing, static analysis, infrastructure, and the technical decisions powering our product.

Articles

1. How AI Development Is Moving from Specialized Agents to Orchestration
   Oct 2, 2025 · 4 min read
   Specialized coding agents got AI development off the ground. But as general-purpose models like Claude Code and Gemini CLI have matured, the…

2. Why Code Review Will Determine Who Wins in the AI Era
   Sep 9, 2025 · 4 min read
   For decades, software engineering was defined by writing code. But that balance has shifted. With AI code agents producing high-quality output in…

3. SWE Agents are Better with Codemods
   Mar 1, 2025 · 2 min read
   Coding assistants like Cursor have brought us into a new era of programming. But there’s a class of programming tasks that remain outside…

4. Act via Code
   Jan 2, 2025 · 3 min read
   Two and a half years since the launch of the GPT-3 API, code assistants have emerged as potentially the premier use case…

5. Your AI Is Writing Bad Docs Because It Lacks Context
   Nov 21, 2024 · 5 min read
   It’s a truth universally acknowledged: every engineering team wrestles with the problem of documentation. So it goes. Obviously, AI can help document…

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