Delight Your Users: Deliver Value Beyond Requirements
Meeting every requirement means little if the user is still struggling to accomplish what they came to do.
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Assignable Units, Registration, and the cmi5 Session Lifecycle
If your cmi5 package launches but reporting still looks wrong, the problem is often scope confusion. This article explains how Assignable Units, registration, and session lifecycle work together, and why separating them is essential for correct launch behavior, resume logic, completion, and analytics.
Pragmatic Starter Kit: Build Your Foundation
Version control, automated testing, and continuous integration create a reliable software development foundation that makes quality repeatable.
Coconuts Don’t Cut It: Understand Before You Adopt
Software engineering best practices only create value when they fit your team’s context, constraints, and actual problems.
Pragmatic Teams: Make the Whole Team Better
Great developers improve their own work, but great engineering teams make good software development easier for everyone.
Essence of Agility: Respond to Change
The real test of agility begins when new information proves that the original plan is no longer the right one.
Working Together: Build Software Together
The best collaboration happens while the solution is being shaped, not only after the code is finished.
How to Evaluate Memory Quality in AI Agents
Memory quality in AI agents is not one score. Learn how to evaluate retrieval usefulness, write-path quality, compaction fidelity, stale memory, contamination risk, latency, and task success with a practical three-run workflow.
Solving Impossible Puzzles: Challenge the Constraints
Some problems are only impossible because assumptions have quietly become constraints.
The Requirements Pit: Dig for the Real Need
Requirements are not just requests to implement. They are clues that help uncover the real problem users need solved.