Month archive
Everything published in January 2026.
The 3 articles published in January 2026 cover Agents, Multimodal and Edge, and Retrieval. They were published from January 12 to 30, 2026, and are listed newest first.
Articles from January 2026
Model Context Protocol in Production
Designing MCP servers, capability discovery, authorization, transport, schemas, and observability for real agent ecosystems.
Edge LLM Inference: Designing for the Device
Quantization, memory, thermal budgets, runtimes, privacy, and hybrid execution for useful models on constrained hardware.
AI Data Flywheels Without Feedback Pollution
Turning product use into better data through instrumentation, review, provenance, counterfactuals, and controlled training loops.
In the age of AI
The advantage was never the model. It's knowing what to build with it — and having a team that can actually ship it.
That's the part I help with: finding where AI genuinely makes your business faster, deciding what's worth building, and standing behind it once it's live.
Four offices, one very full passport
Every dot on this map is a conversation I still remember.
- Where I've spoken
- Office
