A closer look at real projects, and the thinking behind them. Each case study goes past the headline metrics into the decisions, the tradeoffs, and the methods that actually shaped the outcome, so you can judge whether the same approach would fit your own work. Client names are withheld where asked, and the figures are representative rather than exact.
// case study
Building an Education Marketplace with Private AI Code Generation
How a two-sided tutoring marketplace was delivered with a PRD-first method, bulk code generation running entirely on private infrastructure (OpenCode and Ollama), and manual-first debugging assisted by Claude Code and OpenAI Codex.
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