2 min read

Shipping velocity series #10: The Shipping System Audit

A disciplined audit traces five recent features through their critical paths, identifies the queue or decision that actually constrained throughput, and clarifies decision rights so teams can target the highest-leverage bottleneck instead of reacting to the loudest frustration.
2 min read

Shipping velocity series #9: How AI Changes Shipping Velocity — and What It Doesn't Fix

AI lowers the cost of implementation and expands viable options, but it does not remove product, design, coordination, or judgment constraints. It relocates the bottleneck, often to human review, making constraint visibility essential to genuine speed.
2 min read

Shipping velocity series #8: Quality vs Speed Is Usually the Wrong Tradeoff

Speed and quality are not opposing ends of one tradeoff. Small batches, staged rollouts, observability, and quick rollback let teams learn sooner, contain failures, and ship safely while exposing the genuinely risky shortcuts that create delayed, expensive damage.
2 min read

Shipping velocity series #7: Platform Engineering Helps, But It Won't Save a Slow Product System

Platform engineering removes real mechanical drag from slow CI, flaky tests, poor observability, and painful deploys. Yet fast tooling cannot settle product direction, control scope, clarify decisions, or repair weak handoffs, so delivery speed still depends on the wider product system.
2 min read

Shipping velocity series #6: There Is Always a Constraint. Stop Optimizing Everything Else.

Every shipping system has a primary constraint, often hidden behind more visible pain. Finding the queue that governs throughput matters because improving CI, staffing, or process anywhere else consumes effort without making the whole system move faster.
2 min read

Shipping velocity series #5: Rework Is Usually a Design Failure, Not a Work Ethic Failure

Rework usually reflects how work was designed, not how diligently people executed it. Resolving uncertainty, stabilizing interfaces, and inviting feedback before corrections become expensive reduces total cycle time while preserving speed and improving quality.
2 min read

Shipping velocity series #4: Decision Latency Is a Hidden Tax on Shipping

Unmade decisions quietly stop downstream work, forcing people to wait, hedge, or build on assumptions. Naming the decision, owner, deadline, and appropriate approval chain turns an invisible throughput tax into a manageable operating problem, especially for reversible choices.
2 min read

Shipping velocity series #3: Product, Design, and Engineering Are One System

Slow delivery often surfaces in engineering even when its causes sit upstream. Product, design, and engineering must co-create continuously, define ownership at functional seams, and shorten feedback loops to prevent ambiguous handoffs from becoming costly rework.

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