General Contents
Blog posts and contents
/ mcp
Local Semantic Code Search: An MCP Server for AI Agents
A local semantic code search MCP server that solves AI coding agents' search problems using Tree-sitter AST chunking and hybrid search. Development process, architectural decisions, and real-world results.
/ claude-code
Why LLMs Fail at Turkish Characters: A Deterministic Fix with Claude Code
Large language models systematically drop Turkish diacritics (ç, ğ, ı, ö, ş, ü) during long-form content generation. The development process behind a zero-token-cost Claude Code plugin that solves this.
/ validough
Validough: Demand Validation-Focused Micro-LMS
Validough is a pay-as-you-sell micro-LMS for solo creators and consultants. Test real demand before spending months building courses.