2025!

From 100 channels to 14k in less than year. Key learning - customer conversations at the last mile, when augmented with structured data is the best context graph that you can create. Outcome ? Tons - start with preventing churn for example.

Looking for sunday fun - try this prompt "Create an image based on how I have treated you overtime"

Exciting stuff coming soon

Context graphs should be able to self learn on what information to extract based on constraint spaces as the new information comes in.

Interesting. What's your take.

With a lot people building AI agents, has anyone built one to go through approval process tor launching App Store app ? Startup idea 😊 animesh srivastava

Ritesh Mathur An AI agent that negotiates with Apple reviewers? That’s AGI level boss fight.

Engineering is physics with constraints. Product is engineering with intelligence. Context graphs give that intelligence memory. Ritesh Mathur pressure testing the hypothesis.

Attendance register vs CCTV ?

Lets build important concepts together

Let’s break the shackles! 🙌

Spent $50 on an intense vibe-coding session just to write test cases. Just tests. Unsexy work — but this is the difference between code that works today and systems that survive production. Unit tests look good. Integration tests are still fighting back.

A VC asked how big our CS team is. At our stage, everyone is CS. But most critical teammate is Chetto. It tells us where to pay ATTENTION. We started tracking NPS daily, not months later. Green -> orange -> deep orange -> back to green. Can you track NPS daily? animesh srivastava

Scary phrases nowadays Good catch. Let me .... You are right to question me ... You are right, it slipped my ... That makes sense. Will go through the ... Thinking - the user is being pushy If you know, you know