A field manual for modern product engineering.
Working models, interactive tools, AI prompts, and hands-on workshops for people building orgs that deliver on outcomes and adapt quickly.
Where do you want to start?
Problems and Opportunities
AI feels like noise, not leverage — scattered usage, no compounding.
You're shipping constantly and nothing is changing. The roadmap is full, the release notes are long, and the metrics haven't moved.
Technical debt is swallowing the roadmap and every refactor feels like a fight.
Teams are slow, siloed, or stepping on each other, and coordination is eating the day.
Change efforts keep stalling because leadership isn't aligned on what change looks like.
A field manual your AI can read
Connect Claude, Claude Code, Cursor, or any MCP client to this collection. Your assistant searches the notes, pulls in a concept, and follows links mid-conversation, grounded in working models instead of guesses.
Requires a free nerdnoir.ai account — your MCP client prompts you to sign in once, and your workshop access carries over to unlock gated pages.
claude mcp add nerdy --transport http https://nerdnoir.ai/api/mcp Explore by Topic
Curated concepts, models, and frameworks spanning essential domains in contemporary product engineering -- AI, product, engineering, workflow, organizational design, and change management.
Practices, techniques, and interactive exploration tools for more effective product engineering, leadership, and strategy.
Our workshops curate and reference the topics on this site into hands-on sessions where attendees apply them to their real problems and opportunities.
Original templates, tools, playbooks, and guides that help implement the concepts and practices detailed on this site.
Real-world results with quantified outcomes showing how we've applied knowledge to organizational and team opportunities.
Referenced works — books, papers, articles, and talks that inform our POV.
Nerdy