GPT-5 is here, GPT-4.1 Deprecation & What Comes Next in Generative AI
Pinned Posts
Bsides Philly 2025Pinned
A recap of my experience at Bsides Philly 2025 — highlights, insights, and what comes next.
Cache-Augmented Generation & Self-LearningPinned
How CAG and Azure’s Model Router create a recommended architecture for modern ITSM, ticket orchestration, and automated support workflows.
Enterprise Agentic AI Pattern: Proximity Over SpecializationPinned
posted on November 28, 2025 | tags: [ AppliedAI, AI Agents, Multi-Tenant, Architecture, Enterprise AI ]
A deep dive into the architecture pattern that dominated AI agent deployments in 2025: one immutable agent binary, externalized context, and proximity-based execution.
Deterministic Generation: Skills Make LLMs Actually ReliablePinned
After two decades debugging production systems across defense, healthcare, financial services, and gaming, I've learned that "it works most of the time" isn't good enough. Here's how to make LLM-driven skills behave.
AI Is NOT a Bubble. It Is Architecture.Pinned
Each decade replaces friction with abstraction. AI is no different. This is not a bubble; it’s the next architectural leap.
Azure Generative Search POC: Fully formatted facts, Agentic, MCP, MFEPinned
Over the past few months, I’ve led the design and development of a Proof of Concept (PoC) engagement co-sponsored by Microsoft and a trusted enterprise client.
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