Resources

Tools and reading I recommend

Score any role against 6 dimensions to decide: hire, redesign, or build an agent.

Evaluate any AI project against Speed, Scale, Scope, and Sophistication.

12 questions to discover your organization's AI maturity level.

Score any role against 6 dimensions to decide: hire a person, redesign as hybrid, or build an AI agent. Based on The Measurer Test framework.

5 questions to run before approving any AI project. Based on the 4S Framework.

7 rules for reviewing AI-generated code. Based on a year of AI-assisted development.

Score your organization across the 5 AI maturity levels.

Primary AI coding assistant. Best for complex reasoning and architectural decisions.

Agentic coding in the terminal. How I build most features on this site — full codebase context, multi-file edits, and autonomous workflows.

AI-native code editor. Great for contextual code generation within a codebase.

Headless CMS powering this site. Flexible structured content.

Frontend deployment. Zero-config Next.js hosting.

Best book on engineering management I've read. Systems thinking for eng leaders.

Product and engineering leadership conversations. Consistently high quality.

Industry-leading engineering management and tech insights by Gergely Orosz.