Reading Paths
Some ideas are not best understood as topics.
They develop across essays, Series and reflections. The question gets sharper, an earlier assumption may be revised, and pieces written months apart can turn out to be part of the same argument.
Reading Paths collect those developments into deliberate routes through the writing.
Each path is selective. It is not a complete archive of everything related to the subject. You can read any article on its own, but following the path shows how the thinking moved.
Product Systems That Learn
Follow the argument from Agile theater and backlog dysfunction to discovery memory, federated clarity, thinking systems and AI-accelerated learning loops.
Judgment Under Uncertainty
Trace how an early claim that judgment becomes more valuable as generation gets cheaper is challenged and narrowed into assessment under uncertainty, then tested against outcomes, experience and organizational conditions.
AI Autonomy & Control
Move from delegated outcomes to governance, capability boundaries, evidence, graduated autonomy, monitoring, agent-scale complexity and continuity control.
Human Capability After Automation
Follow the shift from reskilling to apprenticeship, formative experience, tacit knowledge and the responsibilities people retain when execution is delegated.
When Metrics Become Mechanisms
See how activity metrics, feedback loops, objective functions, hidden scores, classifiers and even outcomes can stop being neutral representations and begin changing the systems around them.
Language as Infrastructure
Trace the move from naming and category precision to trust contracts, behavioral instructions, shared definitions, governed instructions, capability contracts and executable semantic artifacts.