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Jul 27, 2026Finding Human-Written Rust Codebases: Navigating AI-Generated Repositories for Clean, Idiomatic Examples
Introduction Learning Rust—a language celebrated for its safety, performance, and...
Jul 27, 202611 min read0 reactions0 comments
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#codebases
How To Use AI Safely In Legacy Codebases
You've inherited a system that nobody wants to touch. It's ten years old. There are class files with...
Jun 4, 202612 min read8 reactions0 comments
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May 1, 2026Opinion: Why RAG Is Overrated for Small Codebases: Use Fine-Tuning Instead
After benchmarking 12 small codebases (under 50k LOC) across 3 teams, I found RAG-based code...
May 1, 202614 min read0 reactions0 comments
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Apr 28, 2026War Story: Migrating 500+ Codebases from Checkmarx 10.0 to SonarQube 10.0
In Q3 2023, our 12-person platform engineering team faced a $2.1M annual Checkmarx 10.0 renewal quote...
Apr 28, 202616 min read0 reactions0 comments
Cities as Codebases
In the world of software development, we often find ourselves grappling with the complexity of our...
Jul 11, 20246 min read0 reactions1 comments
KonMari Your Code; Refactor Your Life
Recently, I was inspired by KonMari, a technique for decluttering physical spaces, to help me visualize how to refactor codebases to make them easier to work with.
Dec 5, 20167 min read30 reactions0 comments
Decoupling code and secrets
A personal insight on better practices for dealing with secrets management in codebases
Jul 5, 20192 min read6 reactions0 comments