Pankaj Garkoti

Engineer working on AI agents, LLM systems, and automation. Previously co-founder and CTO at Mavex AI and Hear Us.

About

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Evolution

Focus Areas

• AI Agent Development — Custom agents, multi-agent orchestration, tool-using LLM systems
• Workflow Automation — Business process automation, data pipelines, API integrations
• LLM Integration — RAG systems, prompt engineering, model evaluation, fine-tuning
• Technical Consulting — System design reviews, AI strategy, team training

Things I’ve Built

ChainFactory — LLM pipeline framework with a small DSL for chaining, routing, and managing LLM calls. Published on PyPI.

Multiclaude — Multi-agent orchestration in Bash. Agents talk via a mailbox protocol.

Soren — A self-improving swarm of autonomous AI agents that coordinate through message passing to build, test, and improve software — including their own codebase.

Timeline

A month-by-month map of systems I built: Engineering Evolution Timeline.

Resume

Download my resume (PDF) — Updated January 2026

Writings

Just Another GPT Wrapper	Read
Building an Adaptive RAG Cutoff Before RAG Was a Thing	Read
Building an AI Task Router Before Function Calling Existed	Read
How to Build a Multi-Agent AI System That Actually Works	Read
ChatGPT Deep Research: Pharmacokinetics and Subjective Effects of Pregabalin, Modafinil, and Piracetam	Read
New Chainfactory README 25th Nov 2024	Read
ChainFactory Specification Draft 004	Read
ChainFactory Specification Draft 003	Read
ChainFactory Specification Draft 002	Read
ChainFactory Specification Draft 001	Read