Prasenjit on Engineering

first impression with grok bot: i gave it a github link and told it to read the code, not only the readme. it pulled every file through the api and broke down the entire codebase. this thing is not just a chatbot

285 likes33 repliesPosted Aug 11, 2026

Remix this post

Your note

Private to you, and used when you remix this post.

Viral score

Based on absolute engagement — the platform doesn’t expose follower counts here, so large accounts score higher.

From likes, comments.

Why it worked

Follows a clear Hook → Context → Landing shape, so the reader always knows where they are.
Ends on a short line that is easy to quote and repeat.
Written from experience rather than as advice, which is harder to argue with.
Short enough to read in full without expanding, which removes a step before the point lands.
Short sentences keep the pace up, so the reader never has to re-read a line.
Opens on a negative, which reads as a warning and is harder to ignore than a claim.

The mechanics

Hook: Plain observation
Structure: Hook → Context → Landing
Style: Conversational paragraphs at a steady pace.
Tone: personal, punchy
Written for: Engineers and technical teams

Analysis by ViralLoop — not written by the original author.

Topics

Engineering

Post by Prasenjit on X