Writing
Practical writing on AI strategy, system architecture, and building with LLMs: what holds up in production, and what doesn't.
Architectural notes on WebMCP: what the browser is actually offering, why the tool runs inside your user's session, and what that quietly asks you to accept.
August 21, 2026
Architectural notes on Microsoft's Agent Governance Toolkit: why a deterministic gate beats a well-worded prompt, and the composition gap nobody has solved.
August 20, 2026
Architectural notes from building a multi-tenant, AI-driven call centre platform: SIP interconnect, address governance, and tenant isolation.
August 5, 2026