Insights & Essays.
Field notes for CTOs and principal engineers: what shipped, what failed, and how to staff the next AI program. Depth first — no vendor recap.
Latest Articles
Continuous Discovery Habits in the AI Age: Teresa Torres Framework Updated
Learn how to update Teresa Torres' Continuous Discovery Habits using AI-assisted interview synthesis, automated assumption testing, and opportunity.
Re-Engineering the Project Manager: Moving from Tactical Task-Tracking to Strategic Design
Why tactical task-tracking PMs are obsolete in the AI era and how to transition to a strategic value chain designer and systems architect role.
Shape Up vs. Scrum in 2026: A Practitioner Verdict on Six-Week Cycles
A deep practitioner analysis comparing Basecamp's Shape Up with traditional Scrum, evaluating 6-week cycles, bet-based planning, and the transition from.
Value Stream Mapping for Software Teams: Eliminating Invisible Wait Time
Discover how Value Stream Mapping (VSM) exposes invisible queue delays.
Autonomous Backlog Management: Automated Grooming and Issue Allocation in Agile Teams
Implement autonomous backlog management. Learn how AI-driven routers parse, prioritize, and automatically allocate dev tickets based on team velocity.
Flow Metrics That Replace Story Points: Cycle Time, Throughput, and Lead Time
Why engineering teams are deprecating story points in 2026. Transition to Flow Metrics—Cycle Time, Throughput, Lead Time—and Monte Carlo forecasting.
External Standards & Publications
Our engineering publications follow industry standards for software architecture and agentic AI systems. Read more about technical specifications at the IEEE Standards Association and general web engineering principles at the World Wide Web Consortium (W3C).