Product Strategy
Thinking holistically about what to ship and why. Prioritization, positioning, pricing, and how AI changes what is possible at the product level.
Pick UX Study Participants with Inclusion, Exclusion, Diversity Criteria
Define behavioral inclusion criteria, exclude bias sources like pros, and use a recruitment matrix for diversity to ensure external validity and avoid misrecruits costing time, incentives, and bad decisions.
Claude Handles PM Docs: Roadmap to 100 Tickets in Minutes
Solo GM runs full product by writing only the roadmap; Claude generates PRDs, tickets with context/data/AC/tech notes from GitHub README in minutes, fed by user feedback/usage data.
Win AI Tool Approval: Test Default vs Specialist in One Week
When your company's default AI tool underperforms, don't complain—run a simple one-week test on a recurring job comparing it to a specialist tool. Measure time saved and quality to reframe your ask as evidence, not preference.
AI News & Strategy Daily | Nate B JonesAI x Outcome = Strategy Beats Token Maxxing
Tie AI token spend to specific business outcomes using 'AI x Outcome = Strategy'—without a clear outcome sentence, it's just wasteful token burning subsidized by VCs today.
Marketing Against the GrainHire New Leaders in Late Hypergrowth, Expand in Early
Early hypergrowth solves specific problems serially by expanding proven leaders' scopes. Late hypergrowth demands parallel solutions for skeptics, requiring new specialized leaders instead of scope creep.
Dual AI Playbooks: Tech Depth, Non-Tech Rigor
Ditch uniform AI strategies—technical roles win with system design depth; non-technical roles preserve judgment via cognitive rigor and selective AI use on mechanical tasks only.
Shackleton Framework: Pivot Failing AI Plans in 4 Phases
When AI projects stall, diagnose with one binary question—'Would you rebuild it now?'—then use 4 phases to inventory survivors, uncover the real mission, and rebuild leaner from wreckage, as proven rebuilding GREENHOUSE agent in one evening.
AI Agents Flatten Hierarchies with World Models
AI replaces human info-routing in org charts via company/customer world models and intelligence layers, enabling edge-focused roles like ICs, DRIs, and player-coaches for faster coordination.
The AI Daily BriefClaude Builds Real Business Plans to Drive Products
Start with Claude-generated business plan including financials, 60-day POC, bilingual outreach, and revenue from grants/partnerships—then derive brand/product. Built full entry in 4 hours, placed 2nd solo in hackathon.
Master Restraint: Decide What NOT to Build
AI speeds execution, but restraint—deciding 'should we build this?'—prevents scope creep. Use a pre-planning framework to shape raw ideas into scoped PRDs before spec-driven tools like Cursor or Claude Code.
Brian CaselShowing 17 of 17