04Auditing a Production MCP Server with Multi-Agent Workflows
I pointed ~60 agents at my own MCP server and found a class of bug that only shows up when an LLM is the consumer. The worst one silently breaks pagination for every model. Plus lessons on is_error, tool annotations, and output_schema, validated live across all 31 tools.MCP03TEDxSriSairamIT: A Night of Technical Triumphs and Last-Minute Magic
The sleepless nights, the live stream that almost didn't happen, and the people I met because of it.Event Management02Successful Implementation of a QR-Based Tracking System at the Diamond Jubilee Jamboree!
How we developed a QR-based tracking system to manage 15,000+ attendees at the Bharath Scouts and Guides Diamond Jubilee JamboreeEvent Management01Think. Solve. Dominate. - Payload Pursuit CTF Challenge
How we ran Payload Pursuit, a CTF where 35 teams went head to head.Cybersecurity