Architecting Production-Grade AI Agent Workflows
Key design patterns, tool-calling boundaries, error handling, and state management for reliable autonomous agents.
Building small things obsessively well.
I love building things that make businesses smarter and more scalable — from data engineering and analytics to cloud infrastructure, AI, automation, and open-source integrations.
Experimenting with AI models and tools to integrate smarter solutions, scale businesses, and unlock new opportunities.
Key design patterns, tool-calling boundaries, error handling, and state management for reliable autonomous agents.
How we process multi-gigabyte analytical workloads locally with zero database overhead, Parquet files, and DuckDB.
A quick note on how posts work on this blog.
Why thabresh.com exists and what it's built with.