Articles
Deep dives into AI agents, protocols, infrastructure, and the technology reshaping how we build.
Governance for the AI Agent Ecosystem on Mobiles
AI agents will soon run on our phones the way apps do today, powered by cloud LLMs and on-device micro models. A marketplace will follow. This whitepaper lays out the skeleton, template, and nine building blocks of the governance framework that ecosystem will need: manifests, trust certificates, runtime gates, risk tiers, audit, and liability.
AI Governance: A Visual Field Guide
How organizations keep powerful, fast-moving AI systems accountable, compliant, and worthy of trust - from first principles to the agentic frontier. A visual guide to frameworks, lifecycle controls, operating models, and governing AI agents.
15 Product Strategy Concepts Every Senior PM Should Master
Two-way doors, the local maximum trap, Goodhart's Law, the strategy kernel, trust debt — fifteen mental models that separate senior product managers from feature-shippers, with the senior move for each.
Structure Is Deterministic. Content Is Generative.
The strongest AI applications are not the ones that delegate the most to the model — they are the ones that draw the sharpest boundary between what the model decides and what the code guarantees. A 19-step methodology for building agentic applications around that boundary.
Knowledge Graphs: The Missing Context Layer for AI-Driven DevOps
AI can write code in seconds, but it doesn't know how your organization actually runs. Knowledge graphs supply the shared context — services, pipelines, dependencies, policies — that turns AI from a coding assistant into a safe operator of software delivery.
The Product Lifecycle Just Got a Rewrite with AI
A stage-by-stage comparison of the traditional product lifecycle versus the AI-enhanced one — and the 7 operating-model shifts that separate the PMs who'll thrive from those who'll stall.
The Complete Guide to AI Agent Protocols
MCP, A2A, ACP, ANP, AG-UI, AP2, UCP and beyond — the new communication standards shaping how AI agents think, talk, and transact. A full breakdown of every protocol, where it fits, and a comparison table of pros and cons.