Feature Flags in Java: Best Practices for Spring Boot Teams

A comprehensive guide to implementing, testing, and cleaning up feature flags in Java Spring Boot applications. Patterns and anti-patterns every enterprise team should know.

Feature FlagsBest PracticesCode Quality

D

January 15, 202611 min read

Dead Code Detection: Your Codebase Has More Than You Think

Your codebase likely contains 10-30% dead code. Learn how to detect and remove it using static analysis, coverage tools, and AST parsing—including the hidden dead code behind feature flags.

Code QualityTechnical DebtAutomation

T

December 18, 202512 min read

Tree-Sitter vs Regex for Feature Flag Detection

A technical deep-dive into why AST-based parsing with tree-sitter produces more accurate feature flag detection than regex patterns, with real-world examples and benchmarks.

Feature FlagsCode QualityAutomation

F

November 20, 202511 min read

Feature Flags in Monorepos: Cross-App Guide

How to manage feature flags across multiple applications in a monorepo, including shared flag utilities, cross-app cleanup coordination, and avoiding flag sprawl.

Feature FlagsCode QualityDevOps

W

September 18, 202513 min read

Write a Safe Feature Flag Removal PR

A comprehensive checklist and guide for safely removing feature flags from production code, including testing strategies, rollback plans, and common pitfalls to avoid.

Feature FlagsBest PracticesCode Quality

F

August 14, 202511 min read

Feature Flag Debt in Mobile Apps: Swift & Kotlin

Why feature flag debt hits mobile apps harder than web services, and how to manage cleanup across Swift, Kotlin, and React Native codebases.

Feature FlagsTechnical DebtCode Quality

M

August 7, 202512 min read

Managing Feature Flags in Python: From Django to FastAPI

A comprehensive guide to feature flag management and cleanup in Python applications, covering Django, FastAPI, and Flask with practical examples and automation tips.

Feature FlagsCode QualityBest Practices

F

July 31, 202510 min read

Feature Flag Cleanup in Go: Patterns and Automation

Master feature flag cleanup in Go codebases. Learn idiomatic patterns, common pitfalls, and automation strategies for removing stale flags from Go services.

Feature FlagsCode QualityBest Practices

R

July 24, 202510 min read

Remove Stale Feature Flags in TypeScript & React

A practical guide to detecting, tracking, and safely removing stale feature flags in TypeScript and React codebases with code examples and automation strategies.

Feature FlagsCode QualityBest Practices