Manthan

Manthan Gupta

Uncovering and Demystifying Tech and Random Ramblings

What Happened When I Applied Karpathy's Autoresearch Idea to LLM Inference

Mar 22, 2026 What Happened When I Applied Karpathy's Autoresearch Idea to LLM Inference

I Read Hermes Agent's Memory System, and It Fixes What OpenClaw Got Wrong

Mar 16, 2026 I Read Hermes Agent's Memory System, and It Fixes What OpenClaw Got Wrong

How Karpathy's Autoresearch Works And What You Can Learn From It

Mar 13, 2026 How Karpathy's Autoresearch Works And What You Can Learn From It

How OpenClaw Remembers Everything

Jan 26, 2026 How OpenClaw Remembers Everything

Agentic System Patterns That Increased Accuracy by 50% (And What They Cost)

Jan 20, 2026 Agentic System Patterns That Increased Accuracy by 50% (And What They Cost)

How To Train Your Own Language Model - Part 1: Tokenization

Jan 14, 2026 How To Train Your Own Language Model - Part 1: Tokenization

How to Use LLM as a Judge (Without Getting Burned)

Dec 31, 2025 How to Use LLM as a Judge (Without Getting Burned)

I Reverse Engineered Claude's Memory System, and Here's What I Found!

Dec 14, 2025 I Reverse Engineered Claude's Memory System, and Here's What I Found!

I Reverse Engineered ChatGPT's Memory System, and Here's What I Found!

Dec 9, 2025 I Reverse Engineered ChatGPT's Memory System, and Here's What I Found!

How I Got Every Job Without an Interview

Nov 23, 2025 How I Got Every Job Without an Interview