Bots & Bottlenecks: An Engineer's Take on Productivity

Starting meaningful work feels jagged, and the urge to reach for your phone gets stronger the more competent you become. This episode draws on Kenneth Stanley and Joel Lehman's Why Greatness Cannot Be Planned to map the invisible traps — the polished-output illusion, the ego cost of experience, and the hidden tax of strict goals — that quietly stop us from learning, exploring, and doing our best work. The fix isn't a better goal; it's measuring inputs instead of outputs, and trusting that the mud is where the stepping stones are.

Why hyper-optimizing your workflow might be quietly destroying your output — and why shifting from counting outputs to valuing inputs is the real strategic move. Pulling from DORA and SPACE, Goldratt's theory of constraints, Lisanne Bainbridge's Ironies of Automation, and Stanley & Lehman's novelty search, we unpack the context-switching tax, the brittle autonomy of AI agents, and why your best work almost always looks like wasted time while it's happening.

A deep dive into Peter Drucker's The Effective Executive. Why knowledge work can't be measured like factory work, why "executive" has nothing to do with your title, and why a crisis that happens twice is a failure of management. Plus the uncomfortable closing idea: inside an organization, there are no results — only costs.