Product management series
How product managers shape real agentic systems with intents, authority, scorecards, rollout gates, and improvement loops.
Product Managers: How to Think About and Build Complex Agentic Systems
A practical guide for product managers building real multi-agent systems with ContextOS: user need, workflow map, intents, context packs, tools, decision records, evals, rollout gates, and improvement loops.
From PRD to Intent Catalog: The PM Spec for Agentic Products
How product managers should turn a vague agent idea into a ContextOS intent catalog, task templates, authority model, DecisionRecords, and measurable launch criteria.
The Control Tower Pattern: How PMs Should Design Multi-Agent Products
A practical product-management guide to deciding when a complex system needs multiple agents, how to split specialist lanes, and how ContextOS keeps orchestration governed.
Scorecards Before Screens: Evals and Launch Gates for PMs Building Agents
A PM guide to defining agent quality with datasets, trace reviews, scorecards, release gates, and business metrics before building the agent UI.
Trust Is a Product Surface: Approval Modes and Human Control for Agentic Products
How PMs should design trust for real agentic products: approval modes, human roles, evidence snapshots, DecisionRecords, policy gates, and graceful failure.
Operating Agent Products: Feedback, Rollout, and the Improvement Loop
A practical operating model for PMs after an agent ships: staged rollout, trace review, corrections, proposal queues, scorecard reviews, and ContextOS improvement loops.