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⚡ AI Lessons

Dev.to · Simple Memo
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Driving vs. delegating: I timed two ways of pairing with AI
There are two ways I pair with an AI coding assistant, and for most of a year I could only have told...

Dev.to · Simple Memo
📋 Product Management
⚡ AI Lesson
2mo ago
A 15-second interruption cost me 40 minutes of re-entry
The auth bug was ten minutes from fixed. I had the whole failure loaded in my head: the token refresh...

Dev.to · Simple Memo
🔧 Backend Engineering
⚡ AI Lesson
2mo ago
What I measured cutting my iOS cold start to 280 ms
Stage (my iPhone, tap → first usable frame) Before After How I measured it Pre-main (dyld) 210...

Dev.to · Simple Memo
📋 Product Management
⚡ AI Lesson
2mo ago
I deleted every Zettelkasten ID and my notes got better
For three years I hand-maintained a Luhmann-style ID on top of every note I kept: roughly 1,400 of...

Dev.to · Simple Memo
🚀 Entrepreneurship & Startups
⚡ AI Lesson
2mo ago
I stopped counting hours and started counting energy
Day 1. I logged 4 hours and 40 minutes of work and shipped nothing I kept. The time tracker said it...

Dev.to · Simple Memo
⚡ AI Lesson
2mo ago
Taking apart the write path into another app's iCloud folder
I am going to take apart, layer by layer, roughly 90 lines of Swift that let my app write a single...

Dev.to · Simple Memo
🧠 Large Language Models
⚡ AI Lesson
2mo ago
The prompt is the cheap part. The context is the product.
Suppose the model forgot you completely between every message. No memory, no history, no idea who you...

Dev.to · Simple Memo
🧠 Large Language Models
⚡ AI Lesson
4mo ago
I version every prompt I send to Claude. Here's why.
Nine months of versioning every prompt I send to Claude in a flat text file. The format, the grep-as-RAG trick, and what I'd change if I started today.

Dev.to · Simple Memo
🔧 Backend Engineering
⚡ AI Lesson
4mo ago
I shipped an iOS app with zero third-party dependencies
At 11:47 PM on a Sunday, I deleted the last import Alamofire from my Xcode project. I replaced eight...
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