campaignLearning in public. Building with the community.

Product Manager Builder.

We're entering the golden age for AI PMs — the era of waiting on dependencies and endless PRDs is fading. This is my open notebook for thinking through what that shift means in practice. I share essays, working code, and half-baked ideas so we can learn from each other in public.

Production OrchestrationAI System DesignAI Evals & RAIProduct JudgmentThe Builder Stack
Abstract technical illustration of AI product management
What I'm Exploring

Open notes on the craft of building with AI

These are the threads I'm actively pulling on. If any of them resonate (or you think I'm wrong), I'd love to swap notes.

Architecture

Production Orchestration

Sharing notes on writing production-grade runtime code and designing resilient multi-agent architectures.

Safety & RAI

AI Evals & Pipelines

Open-sourcing the eval scaffolds I use to measure AI performance and ensure Responsible AI in real products.

Strategy

Product Judgment

Thinking out loud about what to build, when to ship, and what makes a product great in the AI era.

Tooling

The Builder Stack

Documenting how Claude Code, Stitch, and autonomous AI fit into a PM's daily workflow.

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Essays in the Open
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Open-Source Snippets
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Live Demos Shared
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Half-Baked Ideas