The Problem with AI-Generated 'Shadow' Duplication
AI agents are incredible at writing functions. They're even better at accidentally duplicating your entire business logic without you realizing it. If…
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Modernizing Go Code: Automating Updates to Enhance Consistency and Leverage New Language Features
Introduction Modernizing Go codebases has long been a manual, error-prone process, particularly as the language and its standard library evolve rapidl…
Reducing Complexity: Replacing Entity-Based Services and Repositories with Purposeful Layers in Software Design
Introduction: The Prevalence of Entity-Based Patterns Walk into any mid-sized software project today, and you’ll find the same architectural blueprint…
How to Rewrite Your Software System Without Stopping Your Business
Originally published at spectredev.xyz . Cross-posted here for the Dev.to community. Planning a system rewrite? Learn the strategies that let you mode…
AI Code Refactoring: Why Testing Still Matters
Quick Answer: While AI agents can rewrite or refactor thousands of lines of code in hours, generating the code is only half the battle. Verifying that…
When One Enum Is Secretly Two
I was one commit away from a bug that would never have thrown an error. My system keeps every closed vocabulary in a single file — one source of truth…
The precedence rule deserves a name
The bug report opened on charmbracelet/glow yesterday morning. Title: TUI doesn't respect --style . The repro ran glow --tui -s light and the output r…