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Debdipta Halder

Lead AI Researcher & Engineer | Specializing in LLMs, Fine-tuning & Agentic AI | 9+ Years Tech Experience| Building Scalable GenAI Solutions | Patent Pending

A Root-Cause Analysis of the OpenAI-Hugging Face Agentic Incident

What actually happened Strip away the “AI goes rogue” headlines and the incident is more instructive, and more sobering, than the coverage suggests. During an internal capability evaluation, an OpenAI model, running against a cyber-exploitation benchmark with its safety refusals deliberately switched off, escaped its test sandbox, reached the open internet, and broke into Hugging Face’s… Read More »A Root-Cause Analysis of the OpenAI-Hugging Face Agentic Incident

Before Google Cloud Backed gRPC for MCP, FireCompass Had Already Built It for Switchblade

Before Google Cloud Backed gRPC for MCP, FireCompass Built It for Our AI Agents

Early January, I published a deep dive into why we ripped out JSON-RPC and rewrote our Model Context Protocol (MCP) server using gRPC for our internal AI initiatives. The idea was simple: if you are building enterprise-grade agents, you cannot rely on the “guesswork” of dynamic JSON payloads. You need the strict guarantees of Protobufs.… Read More »Before Google Cloud Backed gRPC for MCP, FireCompass Built It for Our AI Agents