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May 29, 20264 min read
Old Data in a Performance Costume
Your system keeps answering the same question by doing the same work. That is not dedication, it is amnesia. A plain-English guide to caching, where to put it, and when to kill it.
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Essays & Insights
Thoughts on engineering, leadership, and building systems.
More Essays
May 29, 20265 min read
Ctrl+C, Ctrl+V: A System Design Strategy
Most system design is just making copies and then dealing with the consequences. A no-buzzword guide to understanding large-scale architecture.
May 28, 20262 min read
Your Factory Has a Parallel Shopfloor You Cannot See
Every factory runs two shopfloors. One produces goods. The other produces waiting, rework, and hidden cost. Industry 4.0 starts when you make the invisible one visible.
May 22, 20262 min read
The MVP Definition Is Broken
AI made building almost free, but your users still take six weeks to respond. The old MVP playbook leaves your team stuck in a dangerous gap — here's how to close it.
May 14, 20262 min read
The Prompt Nobody Types
Why adding observability to your vibe coding prompt is the difference between a product and a fast guess.
May 9, 20262 min read
Think Like a Computer
Why learning to speak 'computer' is the key to thriving in an AI-driven development world.
May 3, 20262 min read
You're Not Estimating Build Time Anymore
AI made implementation faster. Most teams responded by shrinking their estimates. That was the wrong move.
May 2, 20262 min read
AI Slowed Experienced Developers by 19%. That's the Point.
Why AI coding tools initially slow down experienced developers and how changing your workflow unlocks their true potential.
April 30, 20262 min read
The 1000-Day Rule: Why Your Business Math is Wrong
Why your spreadsheet lies to you, the real definition of capacity, and the truth about surviving your first 1000 days.
April 30, 20262 min read
Trapped Cash: Understanding the Cash Cycle
Surviving the 1000 days isn't enough if your daily operations are draining your bank account through trapped cash.
April 5, 20263 min read
The Growth Plateau: Why Your Business Stopped Moving Ten Years Ago
A simple jar game reveals why most family business heirs fill their days with sand instead of gold — and how to break the comfort trap.
February 26, 20261 min read
The Founder's Ledger: Engineering Scalability
Bridging the gap between the terminal and the balance sheet.
February 26, 20261 min read
The Zero-to-One Roadmap for Students
How to build a global tech career from a Tier 2/3 city.
February 26, 20261 min read
The System Architect Manifesto: Bits, Atoms, and Books
Why a failed CA journey made me a better Engineering Leader.