Read deployed software as a fossil record of organizational structure: service boundaries, API contracts, pipelines, and runbooks all carry team imprints.

Use git history and the org chart to find the modules where Conway’s Law is driving merge conflicts, slow reviews, and shipping delays.

Use Conway’s Law to connect architecture conversations to organizational design, with concrete talking points for architects, leaders, teams, and communities.

Use Conway’s Law as a diagnostic to spot healthy vs broken team-to-code alignment, then pick the organizational change that fixes the right problem.

Reduce friction between a platform team and the product teams that depend on it using measurable thresholds and three communication-cost levers.

An index of five focused guides on applying Conway’s Law: smoothing platform friction, serving the org, diagnosing delivery, decoding software deployments, and pitching a better architectural design.

Conway’s Law says software mirrors the organization that built it. Learn the mechanism, the inverse Conway maneuver, and why team shape is architecture.

A tutorial: run a Python tool to inventory AI coding tool spend, assign owners, and set a token-cost-per-merged-PR baseline you can defend in a budget review.

What is Ollama and how does it run large language models locally on consumer hardware?

Learn the fundamentals of technical leadership: credibility, vision, communication, empowerment, and decision-making that turn engineers into leaders.