TMTom Mathewinridingbluewaves.hashnode.dev·3d ago · 23 min readEngineering VIGIASearch: Building a Hallucination-Resistant Road Intelligence System with LangGraph, RAG, and Multi-modal ReasoningThis Article introduces the core ideology behind some of our decisions, the problem we are trying to solve, and why certain techniques are more suited for this. Why LangGraph, why not some other frame00
TMTom Mathewinridingbluewaves.hashnode.dev·5d ago · 5 min readFrom Hackathon Prototype to Safer Roads: Why We Built VIGIASearch for the IIT Madras Road Safety Hackathon 2026Every year, road accidents claim over a million lives globally, with developing nations carrying a disproportionate share of that burden. While modern vehicles are becoming increasingly intelligent, m00
TMTom Mathewinridingbluewaves.hashnode.dev·Mar 29 · 8 min readRiding the Blue Wave: Building Autonomous Intelligence on the Edge #02In the previous episode, I talked about the motivation behind building autonomous intelligence on edge devices and why constraints like CPU-only inference, thermal limits, and unreliable connectivity 00
TMTom Mathewinridingbluewaves.hashnode.dev·Feb 6 · 5 min readRiding the Blue Wave: Building Autonomous Intelligence on the Edge #01Welcome. Join me as I surf the digital wave; designing systems, breaking code, and experimenting with modern software to see what truly works in the real world. With the rise of modern Artificial Inte00
