DDove-Winginramitdatta.com·May 4 · 16 min readHow GDTM and CDTM Reshape Governance and Corporate EcosystemsThe Problem That Won't Go Away Every meaningful organization — a startup, a multinational, a city council, a country — runs on a flow of decisions taken under uncertainty across many time horizons by 00
DDove-Winginramitdatta.com·Mar 16 · 24 min readWhy We Built DB Agents Instead of Using an Agent FrameworkA deep-dive into production-grade multi-agent architecture on Cloud — and why off-the-shelf frameworks couldn't get us there. The Problem with Agent Frameworks Every week, a new LLM agent framework a00
DDove-Winginramitdatta.com·Jan 9 · 5 min readThe Complete Guide to SQL Vector Databases: From Theory to Production-Ready SQL ImplementationsWhat is a Vector Database? A vector database is a specialized database system designed to store, index, and query high-dimensional vectors (arrays of numbers) that represent complex data like text, images, audio, or sensor readings. Unlike traditiona...00
DDove-Winginramitdatta.com·Dec 15, 2025 · 4 min readVector Filesystem Search: Finally, Files That Find ThemselvesI built a vector search service for all platforms and filesystems called vecfs. It’s a little daemon that runs in the background and finally treats file discovery like a real systems problem—not something you bolt on after the fact. Instead of just l...00
DDove-Winginramitdatta.com·Dec 10, 2025 · 13 min readKernel-Space Agents: The Firewall Revolution That Linux Desperately NeedsAfter decades of wrangling with iptables, wrestling nftables, and watching eBPF promise the moon while delivering a moderately respectable garden gnome, I've seen my share of "next-generation" solutions. But what I'm about to show you isn't evolution...00