AI at Work
Turn source material into presentations, notes and deliverables you can revise and hand over.
Produce useful, editable work
Recommended reading
How to Build Traceable AI Notes in Obsidian
Practice organizing sources, notes and answers with Obsidian and Markdown.
Project Delivery
- Project DeliveryWhen you hand work to Codex, what can you deliver—and what must you still decide yourself?Choose manual work, chat, or Codex file-based work. Check sources, revisions, and handoffs while keeping unapproved decisions and commitments with the right people.
- Project DeliveryBuilding an AI Content Workflow Platform, Part 1: Turning an Ambiguous Idea into a Verifiable MVPA real project breakdown of how a software PM used evidence, a Lean PRD, non-goals and acceptance conditions to reduce an ambiguous AI idea to a verifiable MVP workflow.
- Project DeliveryBuilding an AI Content Workflow Platform, Part 2: Turning Model Integration into a System SpecificationA real project breakdown of how a software PM turned model integration into contracts for data lineage, Job lifecycle, readiness, human decisions and private Connector boundaries.
- Project DeliveryWhat AI-Assisted Acceptance Testing Still Cannot SeeWebsite acceptance tests can pass while video playback and visual behavior remain wrong. Three cases show where screenshots and automated checks need follow-up.
- Project DeliveryMigrating a Website Architecture with AI in One DayA WordPress-to-headless website migration illustrates prioritization, rollback planning, staged verification, and the management decisions behind AI-assisted implementation.