# 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](/content/blog/specialized-agents-to-orchestration/index.html)**  
   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](/content/blog/code-review-bottleneck/index.html)**  
   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](/content/blog/swe-agents-are-better-with-codemods/index.html)**  
   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](/content/blog/act-via-code/index.html)**  
   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](/content/blog/your-ai-is-writing-bad-docs-because-it-lacks-context/index.html)**  
   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…

## Build faster with AI-powered agents

See how Codegen automates the full development workflow — from ticket to pull request.