The Demo Worked. Production Was the Real Job A working path proves possibility. A reliable v1 proves the system can be operated. Ship · Harden · Operate Jul 27, 2026
A Prompt Is Not an Access-Control System Use prompts to guide behavior. Use application code to enforce authority. Harden · AI Automation Jun 5, 2026
Fix the Constraint, Not the Whole System Reduce an unfamiliar problem until one blocked condition remains. Ship May 19, 2026
I Cut AI Token Use by 69% Without Breaking the Delivery Promise The useful optimization reduced work while keeping failures bounded, measurable, and recoverable. Operate · AI Automation Jan 15, 2026
Failures Worth Writing Down A backlog for turning concern into inspectable proof. Writings Aug 9, 2025
The Cleanup Job Was Correct—and Still Unsafe Before automation receives production authority, define the boundaries of being wrong. Harden · Operate Feb 18, 2025
Assume One Security Control Will Fail Security is not only prevention. It is containment, visibility, revocation, and recovery. Harden · Operate Oct 2, 2024
Make Dangerous Flexibility Explicit Abstraction should not hide the limits operators need to see. Harden · Ship Apr 20, 2023
Willpower Was Not the System Change the conditions that keep choosing for you. Personal Growth Mar 14, 2022
The API Was Slow. Redis Was Not the Fix Tracing one request removed the bottleneck without adding a distributed system to operate. Ship · Operate Nov 4, 2021