Bypassing MCP Context Bloat in Claude Code with Shell Functions
How to invoke Claude Code from bash to keep specialized MCP tools isolated from your main conversation context.
Read more →Few-Shot Learning for Document Parsing: Training AI on Human Corrections
How I built a self-improving document parser that learns from corrections without fine-tuning. The pragmatic alternative to model training.
Read more →When Not to Use AI: Two Approaches to Building AI-Powered Products
Real-time AI generation vs curated libraries: lessons from building the same product twice with radically different architectures.
Read more →Building Trivista: What AI Coding Actually Solves (and What It Doesn't)
Building a multiplayer trivia app solo with AI coding tools. Here's what worked, what didn't, and the trade-offs no one talks about.
Read more →Stop Speedrunning Claude Code (Master the Core Loop First)
MCPs, subagents, and automation are tempting. But the developers getting the most from Claude Code aren't rushing to advanced features - they're mastering the fundamentals.
Read more →Flutter Auto-Reload for Terminal Workflows
Building automatic hot reload for Flutter without an IDE using file watchers and Unix signals - for terminal-based development and AI coding tools.
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