AI Product Manager Skills and the FDE Hype
AI product manager skills and the forward deployed engineer role: which skills have evidence, what the hiring data shows, and what mid-size firms need.
8 min read
AI Product Management
The AI PM craft: discovery, AI PRDs, evals, error analysis and roadmaps, plus the roles and skills that matter as the stack shifts.
Articles
Harness Engineering: A PM's Guide to the Stack
Prompt, context, harness and loop engineering explained for AI product managers, plus the agent runtime and observability questions to ask your team.
8 min read
LLM Error Analysis Is User Research
LLM error analysis is qualitative research on agent traces. How AI PMs and designers can read traces together and turn what they find into evals.
8 min read
What Is Agentic AI and Why Every Product Team Needs It in 2026
Agentic AI means systems that plan and act across steps with tools. What that means for product teams, when a workflow beats an agent, and where to start.
7 min read
Product-Market Fit: The Signals, the Metrics, and the Mindset
Product-market fit is the most important milestone for any startup, yet most founders cannot tell whether they have it. Learn the real signals of PMF and the metrics that separate traction from noise.
3 min read
The Full Stack Design Engineer: Why This Role Is the Future
The design engineer designs and ships in code. How the role compares with the AI UX designer and the forward deployed engineer, and how to build it.
6 min read