Back-testing across three projects shows forecasting accuracy rises with team autonomy, controlled WIP, and data-driven flow management.

Essential resources for mastering agentic AI development — core concepts and guides for GitHub Copilot, Claude Code, Cursor, and OpenAI Codex.

How treating AI tooling like a distracted junior developer resulted in production-quality software

What if your AI agents could learn from their mistakes and get better over time? Check out a sample architecture that does just that.

A conversation with an LLM AI on how to gradually improve a very procedural method through the use of functional programming techniques. I learned about contexts, how to pay careful attention to method signatures, and the strengths and weaknesses of different languages in the use of functional programming.

A blog post exploring my two-week experiment using GitHub Copilot CLI for all coding tasks as a generative AI skeptic.

Using Docker Containers to run Entity Framework Core migrations

A quick guide for Windows developers to transition from Docker Desktop to Podman.

We put SQLite and PostgreSQL through a load-testing gauntlet. See the data that changed our architecture and the Sidecar pattern that keeps our scaling simple.

Leading EDJE helps project-driven organizations deliver software that measurably improves business outcomes by value-ordering work, aligning strategy to sprints, and using evidence-based metrics and forecasting to make trade-offs transparent.