Why I Stopped Optimizing Everything
I used to optimize code that ran twice a year. Letting go of premature performance work made me a faster, happier engineer.
Evidence-based guides on productivity, habit formation, mental models, learning, and self-improvement. Practical over inspirational — focused on what actually works.
I used to optimize code that ran twice a year. Letting go of premature performance work made me a faster, happier engineer.
Most of programming is reading, not writing. The shift in how I read other people's code is the most underrated skill I ever picked up.
I spent years thinking I didn't have time to write tests. The one small habit that changed my mind cost almost nothing and saved everything.
For years I debugged by guessing and got lucky. Then I learned one method that finds bugs in minutes instead of hours — without changing random things and praying.
No CS degree, terrified of system design interviews. Here's the self-taught path that finally made scaling, caching, and queues actually click for me.
Most juniors plateau for the same three reasons. I dodged them mostly by luck and one good mentor. Here's what actually separates the ones who level up.
It wasn't a new framework, a faster machine, or working more hours. One unglamorous habit roughly doubled what I ship. Here it is.
I pay for a dozen AI tools. Only three are so good I'd pay twice the price tomorrow without blinking. Here's what makes them different.
From 20 open tabs to one structured brief — the research workflow that cut my prep time without dumbing down the depth.
Three small daily habits that compounded into an edge — not big tools, just tiny routines anyone can copy.
Letting AI defend my focus time and say no for me. Here's what happened when a machine started guarding my hours.
For seven days I funneled everything — planning, writing, decisions, busywork — through a single AI tool. Here's what got better, what got worse, and what I kept.
Everyone's chasing flashy AI demos. The real leverage is hiding in a boring place most people walk right past.
There was one task I dreaded every single week. I finally automated it with AI — and the relief was bigger than the time it saved.
I spent years being a slow, passive learner. Then I started using AI as a tutor instead of a search engine — and learning got embarrassingly faster.
I used to wake up to a backlog. Now my work happens while I sleep. Here's the exact AI workflow I built, what broke, and what I'd do differently.
If your AI results keep disappointing you, you're probably making three of these eight mistakes right now.
Three leverage points where AI removes the slow part of work — and how to use them without producing garbage.
Not the tools. The habits. Five small ways I started using AI that quietly reshaped how I work, learn, and think over twelve months.
A setup that triages, drafts and clears my email before I even read a message. Here's the exact evening I spent building it.