Instagram AI guides
The guide system behind @deepika.builds. Research agents find what's worth covering, a reel engine scripts it, a design system renders it, and every guide that holds up gets a full copy here on the site.

Guides don't start in a doc, they start in a hunter agent that scans Hacker News and the web daily, scores topics for reel-worthiness, and drops a shortlist into an ideas inbox. Nothing gets produced until I've written my own angle on it: the agents research and draft, the opinion is mine.
From there the reel engine takes over: a framing matrix picks the highest-ROI angle, the script gets drafted as a word-for-word beat table, and an adversarial drafter/critic/judge loop rewrites it until it clears the bar.
Each slide is an HTML/CSS file rendered to a 1080×1080 PNG, real typography instead of Canva templates. The design system is strict: cream background, black serif headlines, one orange accent, the same badge and footer on every slide. Because slides are code, a carousel is a folder I can diff, regenerate, and restyle globally.
Instagram is the reach layer; this site is the depth layer. Every guide that performs gets migrated here in full: the code, the commands, and the caveats that never fit ten slides. The whole library lives in /writing.