Peter's Articles
Steipete Series — 100 articles
Original articles inspired by Peter Steinberger's blog, adapted for the AI Skills and Claude Code ecosystem. Covering AI workflows, debugging, MCP best practices, vibe coding, and developer productivity.
Build Cache Strategies for AI Projects
Speed up AI development workflows with smart caching strategies. Learn build caching, model response caching, and dependency caching for faster iteration.
Surprising Behaviors in AI Extensions
Discover the edge cases that emerge when AI modifies existing code. Learn patterns to predict, prevent, and harness unexpected behaviors in AI-powered extensions.
Cross-Platform Skills That Work
Building AI skills that work across Claude Code, Codex, and Gemini. Practical patterns for portable skill design that isn't locked to a single platform.
Parallel Test Execution With AI
Speed up test suites with AI-powered parallelization. Learn how AI analyzes test dependencies, optimizes distribution, and eliminates serial bottlenecks.
Modern Objective-C Meets AI
How AI coding assistants handle legacy Objective-C codebases. Practical strategies for using AI to maintain, modernize, and extend Objective-C applications.
Thread Safety in AI Applications
Concurrency patterns that AI tools must respect when generating multi-threaded code. Practical patterns for thread-safe AI-generated applications.
Version Checking in AI-Generated Code
How AI handles compatibility across framework versions, language updates, and dependency changes. Practical patterns for version-aware AI code generation.
Faster CI With AI Build Optimization
AI-powered continuous integration pipelines that learn from build history to optimize test ordering, caching, and parallelization. Cut CI times by 50% or more.
Real-Time Collaboration With AI
Multi-user AI development environments where teams build together with shared AI assistants. Architecture patterns and emerging tools for real-time AI collaboration.
Writing Bug Reports AI Can Action
Structured bug reports that AI coding assistants can fix autonomously. Learn the format, context, and specificity that turns bug reports into AI-actionable tickets.
Hiring for AI-Augmented Teams
What changes when your development team has AI superpowers. How to evaluate, hire, and structure teams where every developer works alongside AI coding assistants.
UI Testing Without Busy Waiting
AI-driven UI testing that doesn't flake. Replace busy waits and arbitrary sleeps with intelligent test strategies that know when the UI is actually ready.