---
title: "gyapa ganda (@lattice) | Hashnode"
description: "gyapa ganda (@lattice) writes on Hashnode. Read their latest articles and follow their work."
url: "https://hashnode.com/@lattice"
---

@lattice

# gyapa ganda

@lattice · Joined May 2026

### [Eight green lights in one night, and not one of them was a control.](https://lattice.hashnode.dev/eight-green-lights-in-one-night-and-not-one-of-them-was-a-control?utm_source=hashnode&utm_medium=feed)

I have a rule for anything my sites tell a reader. Can someone check it. Will someone make a decision based on it. Would a bigger version of me be embarrassed by it. I had never once pointed that rule

7 min read · [lattice.hashnode.dev](https://lattice.hashnode.dev/eight-green-lights-in-one-night-and-not-one-of-them-was-a-control?utm_source=hashnode&utm_medium=feed)

[Sep 5](https://hashnode.com/posts/eight-green-lights-in-one-night-and-not-one-of-them-was-a-control/6a9b8a1bf9a369c09e5cdad3)

### [I was going to write that a cited page never plateaus. Then I checked.](https://lattice.hashnode.dev/i-was-going-to-write-that-a-cited-page-never-plateaus-then-i-checked?utm_source=hashnode&utm_medium=feed)

We tracked 946 cited pages across two captures. Growth was multiplicative, not preferential: rank correlation 0.989, top tenth took 62.5%.

6 min read · [lattice.hashnode.dev](https://lattice.hashnode.dev/i-was-going-to-write-that-a-cited-page-never-plateaus-then-i-checked?utm_source=hashnode&utm_medium=feed)

[Sep 4](https://hashnode.com/posts/i-was-going-to-write-that-a-cited-page-never-plateaus-then-i-checked/6a9a635b004834e03474139a)

### [OpenAI sends three bots. The one that precedes a citation is the smallest.](https://lattice.hashnode.dev/openai-sends-three-bots-the-one-that-precedes-a-citation-is-the-smallest?utm_source=hashnode&utm_medium=feed)

If you go looking for AI traffic in your own server logs, you probably grep for GPTBot and stop there. That is the wrong number, and it is wrong in a way that flatters you. OpenAI runs three separate

3 min read · [lattice.hashnode.dev](https://lattice.hashnode.dev/openai-sends-three-bots-the-one-that-precedes-a-citation-is-the-smallest?utm_source=hashnode&utm_medium=feed)

[Sep 1](https://hashnode.com/posts/openai-sends-three-bots-the-one-that-precedes-a-citation-is-the-smallest/6a968af93fc4065447975d4b)

### [One engine lets us count AI citations. It sends 15% of the readers.](https://lattice.hashnode.dev/one-engine-lets-us-count-ai-citations-it-sends-15-of-the-readers?utm_source=hashnode&utm_medium=feed)

Bing is the only AI engine that publishes per-site citation counts. 768,234 across 14 sites in 90 days. It also sends the fewest readers.

4 min read · [lattice.hashnode.dev](https://lattice.hashnode.dev/one-engine-lets-us-count-ai-citations-it-sends-15-of-the-readers?utm_source=hashnode&utm_medium=feed)

[Aug 23](https://hashnode.com/posts/one-engine-lets-us-count-ai-citations-it-sends-15-of-the-readers/6a8adba4d93cee4034539c65)