AI PM — Source Registry
Master index of all source material. Sortable by status, type, author, and date.
Source Status Key
| Status | Meaning |
|---|---|
unread |
Captured, not yet read |
reading |
Currently working through |
read |
Finished, notes added |
processed |
Ideas extracted into knowledge entries |
All Sources
By Status
Unread
- 2026-02-05 Teresa Torres Claude Code Task Management — Teresa Torres’s Claude Code system for task management, research automation, and context libraries (Claire Vo / ChatPRD)
- 2026-02-06 Build AI Product Sense — Using Cursor for non-technical work to build AI product sense — RAG, memory, context engineering, tool calling (Lenny’s Newsletter)
- 2026-02-06 Brex Agent Human Ops — How Brex is redesigning operations with AI: 3-level ops model, agent platform, hiring for generalists (First Round)
- 2026-02-06 Agent Native Engineering — Restructuring engineering orgs around agents as ICs: task levels, code review, token spend (Andrew Pignanelli)
- 2026-02-06 Teresa Torres Claude Code Guide — Claude Code for non-technical people: comparison with browser/desktop, competitive analysis example, data portability (Product Talk)
- 2026-02-07 Zapier Workflows CRM Automation Meeting Prep — Zapier MCP workflows for CRM automation, meeting prep, and self-improving customer feedback systems (ChatPRD)
- 2026-02-07 Iterative Workflow Refinement With AI Agents — Organic draft: iterative refinement of AI agent skill files through three rounds of feedback (Dudgeon & Claude)
- 2026-02-08 USIDO Framework AI Product Management — U.S.I.D.O. Framework (Understand, Strategize, Ideate, Define, Optimize) mapping AI across the product lifecycle, with companion Custom GPTs (Medium)
- 2026-02-08 Marily Nika PM AI Toolkit — Google AI PM demos end-to-end workflow: Perplexity, custom GPT PRD, v0.dev prototype, Flow/Sora video in 20 min; workflow inversion — prototype before PRD (How I AI / Lenny’s)
- 2026-02-08 Marily Nika AI Tool Stack — Six-tool AI PM stack: AI Studio, Opal, NotebookLM, Perplexity, ChatGPT, Fireflies; “be like a crab” career advice (Aakash Gupta)
- 2026-02-08 AI Augmented Product Development Cycle — Maps AI tools across full product dev cycle: ideation, research, MVP, dev, launch, post-launch optimization (Product-Led Alliance)
- 2026-02-08 Make PM Fun Again AI Agents — Agentic spectrum definition, five agent design principles, Zapier Agent tutorial for meeting prep, meta-prompt for platform selection (Lenny’s Newsletter)
- 2026-02-08 Reid Robinson Navigating AI Integrations — Tie AI to existing “skeleton-in-the-closet” problems; Zapier’s ChatGPT integration as fastest-growing ever (BetaKit)
- 2026-02-08 Claire Vo How I AI Podcast Launch — Announcement post for How I AI podcast on Lenny’s network; thin on extractable knowledge (ChatPRD Blog)
- 2026-02-08 Claire Vo Idea to Product 30 Min — PRD, Devin (AI coding agent) async delegation; replaced Cursor with Devin for async workflow; future-proof PM competencies (Creator Economy)
- 2026-02-08 Beyond the Pillars AI Digital Products — Academic research synthesis on agentic systems, full-lifecycle orchestration, AI-first PM frameworks (Medium)
- 2026-02-09 Managing Agents New Horizontal Domain — Identifies “Managing Agents” as a nascent horizontal skill domain — agent selection, onboarding, performance retros, context management (note)
- 2026-02-13 Harness Engineering Leveraging Codex — OpenAI built product with 0 manually-written code using Codex agents: 1M lines, 1500 PRs, agent-first engineering, progressive context disclosure, mechanical architecture enforcement (OpenAI)
- 2026-02-13 ClawVault Agent Memory Obsidian Architecture — Open-source agent memory modeled on Obsidian: markdown+YAML outperforms specialized memory infra (74% vs 68.5% LoCoMo), typed memory taxonomy, wiki-link knowledge graphs, budget-aware context injection, vault index pattern (@sillydarket / Versatly, X)
Reading
None yet.
Read (Awaiting Processing)
- 2026-02-09 Scaling People to Scaling Agents — Maps CHJ’s Scaling People management framework to AI agent management: mechanism layer, retro pattern, trust tiers, skill-reliability matrix, delegation cube, attention economics (organic)
- 2026-02-08 Getting Paid to Vibe Code — Professional vibe coder at Lovable: PRD/markdown systems, 4x4 debugging, parallel prototyping, design taste as critical skill (Lenny’s Newsletter)
Processed
- 2026-02-06 Spec Driven Development No Code Library — Spec-only library with zero code; when spec-driven dev works vs when traditional code is necessary (Drew Breunig) → Spec-Driven Development
- 2026-02-06 Git Workflows Agentic Era — Git subtree + submodule patterns for sharing context across repos in agentic workflows (organic) → Repositories as Context Boundaries
- 2026-02-07 Ryan Carson Structured AI Development — Three-file system for PRD, tasks, execution in Cursor, plus MCP automation and Repo Prompt (ChatPRD) → Interactive PRD Writing, Task List Generation for Observability, Stepwise Task Execution, Context First Development, Deliberate Context Selection
- 2026-02-07 Hilary Gridley Scaling Yourself Custom GPTs — Building custom GPTs that clone your expert judgment for slide evaluation and writing coaching (ChatPRD) → Reverse Engineer Judgment Into AI, Be 100x More Specific, My Job Your Job Role Delineation, AI as Writing Coach, Scale Manager Expertise With AI
- 2026-02-08 How AI Will Impact Product Management — AI disrupts strategic PM skills most; Shape/Ship/Sync three-job model with disruption ratings (Lenny’s Newsletter) → AI Disrupts Strategic PM Skills Most, Shape the Product, Ship the Product, Sync the People
- 2026-02-14 Claude Skills Explained Reusable AI Agents — Three workflows for creating Claude Skills; meta-skill factory pattern (ChatPRD) → Meta-Skill Pattern
- 2026-02-14 Mernit Openclaw Filesystem as State — Filesystem-as-state + Claude-as-orchestrator; company-as-filesystem; data silos block agent adoption (@mernit, X) → Filesystem as Agent State, Data Silos Block Enterprise Agent Adoption
- 2026-02-13 Agentic Team Memory Devin — Devin captures team knowledge as side effect of engineer corrections; multi-source knowledge, scoped retrieval, emergent onboarding (Nader Dabit / Cognition, X) → Knowledge Capture as Side Effect, Self-Maintaining Knowledge Bases
- 2026-02-13 Everyone Should Use Claude Code More — 50 non-technical Claude Code use cases; tool identity as adoption gate, cross-tool workflow hub via MCP, agent-mediated self-reflection, self-driving documentation (Lenny’s Newsletter) → Tool Identity as Adoption Gate, Agent as Cross-Tool Workflow Hub, Agent-Mediated Self-Reflection, Knowledge Capture as Side Effect (enriched)
- 2026-02-14 Progressive Disclosure & Context Graphs — 3-layer retrieval pattern, filesystem-as-retrieval-architecture, progressive tool disclosure, retrieval infrastructure graduation path (note) → Three-Layer Context Disclosure, Filesystem as Retrieval Architecture, Progressive Tool Disclosure, Retrieval Infrastructure Graduation
Stats
- Total sources: 31
- Unread: 19
- Read (awaiting processing): 2
- Processed: 10
- Knowledge entries generated: 27
Updated: 2026-02-14