ai-dev-pipeline — Multi-Agent Development Pipeline

I've been building production systems for over four years. A hospital performance platform with 10+ years in production, compliant with Brazilian federal healthcare regulatory standards, handling financial, clinical, and compliance data at scale. I know what production pressure looks like. I know what it costs when something breaks. And I know how much cognitive load it takes to go from a client's words to a reliable, tested, committed implementation. This year, I stopped managing that load manually. Instead, I architected a team. The Problem I Was Solving The bottleneck in software development is rarely pure coding ability. It's context switching. Writing the technical spec. Implementing the backend. Building the frontend. Writing tests. Reviewing your own code. Committing safely. Each of those is a different mental mode. Switching between them is expensive. And when you're working across complex production systems — legacy codebases, strict security requirements, integrations with ex