AI Coding Field Notes

Field notes on AI coding agents — what they cost, where they break, what shipped. Every published figure (prices, percentages, multiples, token counts and durations) as JSON and CSV, each row carrying the sentence it came from.

View the Project on GitHub xyzs996/ai-coding-field-notes

Productivity

3 of the 26 write-ups here are tagged Productivity. Every figure quoted below is in the figures table with the sentence it came from.

From AI Demo to Product: Loop Engineering for Indie Devs

The agent processes 40-plus podcast channels overnight, transcribed and summarized, ready to read by morning.

Stop Chatting With AI: How I Use /loop and /hook to Automate My Indie Dev Workflow

If you run a solo dev shop, the day goes to fragmented feeds, forty open tabs, and backend maintenance that eats the hours meant for product logic.

Why Your Indie App Needs Short-Form Video Marketing (And How to Get Started)

The videos run about 60 seconds.


All 26 write-ups