Thinking
Ideas for teams turning future-facing product bets into operating reality.
Notes on product strategy, AI software, launch planning, fundraising readiness, and the operating playbooks that turn ambitious ideas into shipped products.
What an AI-native product studio actually does
A field guide to the studio model: strategy, software, launch, and operations.
QA and automated testing in the agentic programming era
Why tests, evals, traces, and review evidence become the new velocity layer.
Claude, GPT, and Pencil on agentic UI design
A practical workflow view of model tools, canvas artifacts, code handoff, and verification.
Learning by doing, remembering by design
What practice engines teach AI learning-product builders about retrieval and feedback loops.
Fundraising readiness before the deck
The story, proof map, investor targets, diligence prep, and operating cadence around a raise.
Product rescue starts with a recovery map
How to separate product confusion, technical fragility, operations gaps, and story drift.
Product operating systems after MVP
Roadmaps, project plans, SOPs, release rituals, analytics, and operating cadence.
Premium AI deliverables
How GCG turns client context into strategy docs, decks, roadmaps, plans, and SOPs.
Fundraising readiness
How to prepare the narrative and operating system around a credible raise.
Product operating systems
What teams need after MVP: roadmap, project plan, SOPs, and cadence.