Overcoming 80/20 Bias in Engineering with Phase-Aware Execution
This piece explores overcoming 80/20 bias in engineering by aligning effort to the right phase: learn hands-on early, scale with insight, and polish to ship for trust and durable speed.
Scale Developer Impact with AI: Operate at Higher Abstractions
Operate at higher abstraction layers to multiply capability, speed, and reach. This piece shows how to scale developer impact with AI through a focused week plan and practical guardrails.
Engineering Beyond Speed: Improve Engineering Reasoning Skills
Speed alone isn’t engineering. This piece shows how to improve engineering reasoning skills with a lightweight framework for real requirements, edge cases, and defensible trade-offs.
Mental Models for Problem Solving: Your Fast Pass Through Unfamiliar Territory
A flexible toolkit of mental models for problem solving helps engineers and AI teams cut complexity, spot fundamentals, and make faster, more reliable decisions.
How to Prioritize Ruthlessly: The Playbook for Non-Negotiable Outcomes
Learn how to prioritize ruthlessly by defining non-negotiable outcomes, making a not-doing list, and enforcing trade-offs so your team ships fewer, better results.
How to Make Agile Value-Driven: Principles First, Impact Measured
Agile works when principles drive practice. See how to make agile value-driven with a one-week audit that ties rituals to customer impact and measures what matters.
Outcome-Focused Engineering Metrics: Effectiveness First, Efficiency Within Guardrails
Clarify the primary outcome, make effectiveness the north star, and keep efficiency within guardrails. This outcome-focused engineering metrics approach prevents fast-but-wrong or slow-but-right execution and supports quarterly reassessment.
How to Avoid Projection Bias: A One-Minute Check for Better Code and Collaboration
A practical, one-minute perspective check to spot and stop projection bias in engineering—so you ship code, prompts, and products that fit real users and teammates.
How to Break Down Complex Problems into Steady Wins
A practical loop to turn ambiguity into predictable momentum. Break down complex problems into shippable steps so small wins compound into breakthroughs.
Measure Agile Ceremony Impact, Not Just Efficiency
Evaluate ceremonies by impact, not speed. Learn how to spot real collaboration, unblock dependencies, and protect culture—then iterate, replace, or keep with intent.