Insights
Short, applied analysis on engineering decisions: cost, risk and speed.
read the insightsResearch & Thinking
Applied research on engineering, AI and organizations.
A permanent editorial space: what we study, what we observe inside real organizations and the theses behind our recommendations.
formats
Research notes
Living texts, revised as new evidence shows up in the diagnostics we run.
in development
Theses
ÀFÒNJÁ's structural positions on engineering in the AI era and the design of technical organizations.
read our thesisAI & Engineering
Change capacity: the metric that replaces productivity
Individual productivity no longer explains engineering performance. What sets organizations apart is how much of the system they can change safely in a week.
AI & Engineering
Humans and agents in the same workflow
AI agents do not enter as an individual tool: they enter as new participants in the workflow. That requires a contract of responsibility, verification and bounded reach.
AI & Engineering
Engineering in the AI era: what actually changes
AI didn't only change how fast code is written. It moved the bottleneck — and most organizations are still optimizing the wrong step.