---
title: "Jayesh Sojitra (@jayeshsojitra) | Hashnode"
description: "Jayesh Sojitra | AI & Frontend"
url: "https://hashnode.com/@jayeshsojitra"
---

@jayeshsojitra

# Jayesh Sojitra

@jayeshsojitra · Joined July 2026

## Comments

[That's a good way to put it — "never circles back reads as always right" is exactly the trap I was trying to avoid. Honestly, #2 (trusting the first answer without checking) is the one I relearn most. The other four became habits fairly quickly once I saw the cost of skipping them. Verification is the one that erodes silently — I get complacent again every time I go a few weeks without a mistake catching up to me. You're right that it might deserve its own post.](https://hashnode.com/posts/5-mistakes-beginners-make-with-ai-i-made-all-of-them/6a8ad44a8e1d3029155aa7ba/comment/6a8ae708d91d0ea1df3c8cd9#reply-6a8afa2a381685590c659f8a)

Reply · Article · Aug 23 · [5 Mistakes Beginners Make With AI (I Made All of Them)](https://hashnode.com/posts/5-mistakes-beginners-make-with-ai-i-made-all-of-them/6a8ad44a8e1d3029155aa7ba)

[thank you. "Paired testing" is the precise term for what I was gesturing at with "test explicitly with varied inputs," and you're right that naming the method is what actually makes it actionable instead of just a vibe. The sample-size point is the sharper catch, honestly. I flagged "look for a pattern, not one weird answer" but never quantified it — and you're right that 2-3 reworded questions is well within the range of random variation, not signal. "A few dozen paired trials" is a much more useful bar than what I gave readers. I'd like to build "How many samples before a vibe becomes evidence" into the series properly — full methodology, worked example, the works. Would you be open to being credited for the idea (and the paired-testing framing) when it goes up?](https://hashnode.com/posts/the-one-ai-risk-nobody-talks-about/6a7d6350901c61e16502c6aa/comment/6a7dab27770814c69325cf43)

Comment · Article · Aug 13 · [The One AI Risk Nobody Talks About](https://hashnode.com/posts/the-one-ai-risk-nobody-talks-about/6a7d6350901c61e16502c6aa)