Practical insights on software architecture, AI-augmented development, and building engineering teams that ship.
12 posts
Creative problem-solving for software engineers is a trainable process, not a gift. Learn the PAGES framework and five steps to breakthrough ideas.
Good enough software engineering is a strategy, not a compromise. Learn how to match reliability controls to business impact and stop over-engineering.
Software estimates go wrong when hidden assumptions surface too late. Here's how reframing the problem before planning saves teams from costly rework.
Will AI replace software engineers? History says no. Here's how AI code generation and prompt templates multiply your impact instead of erasing your job.
Mental models help software engineers make faster, better decisions by turning hard-won experience into instinct. Here's how to build them deliberately, drawn from 20+ years of engineering leadership.
Task templates are pre-built approaches that eliminate repeated decisions. Here's how predictable engineering teams use them to ship faster under pressure.
Most technical feedback gets ignored because it's vague, late, or framed as a verdict. Here's how to give feedback that changes behavior, drawn from 20+ years of engineering leadership.
Most engineering teams leave meetings believing everyone agrees. Then integration fails weeks later. Here's the cognitive science behind alignment illusions and a practical framework for building shared mental models.
A practical framework to become a better software engineer faster: deliberate practice, task templates, mental models, and flow state training you can use this week.
The best software engineers don't think their way through every decision — they've trained their subconscious to recognize patterns. Here's how deliberate practice, task templates, and mental models turn conscious effort into engineering intuition.
Big bang platform rewrites fail because they introduce massive, unmanageable risk. Here's a proven incremental approach drawn from 20+ years of engineering leadership.
Deliberate practice in software engineering is the discipline of mastering your craft by drilling one small detail at a time. Here's how it differs from just writing more code.