Bart Kolendowski ยท WritingWhat language models change when the stakes are real.https://bartkolendowski.com/2026-07-10T00:00:00ZBart Kolendowskihttps://bartkolendowski.com/The Restraint Problemhttps://bartkolendowski.com/writing/the-restraint-problem.html2026-07-10T00:00:00Z2026-07-10T00:00:00ZAgent leverage doesn't fix your bottleneck, it moves it. When building gets cheap, volume detaches from value, and the scarce skill becomes restraint. What one operator learned running a company on a fleet of agents.A Fleet, Not an Assistanthttps://bartkolendowski.com/writing/a-fleet-not-an-assistant.html2026-07-08T00:00:00Z2026-07-08T00:00:00ZOne AI assistant is a tool you drive. A fleet of agents working unattended is a management problem: an inbox, approval gates, written rules, and a weekly cadence. Lessons from running a real business this way.The Constraint Problemhttps://bartkolendowski.com/writing/the-constraint-problem.html2026-05-18T00:00:00Z2026-05-18T00:00:00ZOn why agents excel at coding but fail at project planning, hiring decisions, and strategy: the constraint problem, and how the Socratic method closes it.Language Models: Patterns of Engagementhttps://bartkolendowski.com/writing/patterns-of-engagement.html2026-04-15T00:00:00Z2026-04-15T00:00:00ZFive asymmetries between managing people and managing language models, three anti-patterns, and one meta-principle.