Publication map
Phase 1: Foundations
Phase 2: Desk Management
Phase 3: Archive and Retrieval
Phase 4: Vectors and Semantic Search
Phase 5: Memory Storage
- Ep. 15
Relational and document databases - Ep. 16Hybrid retrieval, lexical and semantic signals
- Ep. 17Graph databases, relationships on the corkboard
- Ep. 18When graphs beat lists, and when they do not
Phase 6: Provider Memory Systems
- Ep. 19How memory works in ChatGPT
- Ep. 20How memory works in Gemini
- Ep. 21How memory works in Claude
- Ep. 22When remembered context goes stale
Phase 7: Portability and Ownership
- Ep. 23Why moving your memories is hard
- Ep. 24What lock-in feels like
- Ep. 25A portable memory format
- Ep. 26Permissions, safety, and what should never be stored
Phase 8: Agentic Future
- Ep. 27When interns become doers, memory becomes operational
- Ep. 28Multi-agent teamwork, shared context without chaos
- Ep. 29Auditing and accountability, a paper trail for actions
Phase 9: Context Layer Benefits
- Ep. 30One context, many tools
- Ep. 31Less repetition, fewer remind me again moments
- Ep. 32Better personalization without chaos
- Ep. 33Cleaner prompts, smaller desks, better answers
- Ep. 34Portability, taking your binder with you
- Ep. 35Privacy controls that feel human
- Ep. 36Team context layers, shared work without oversharing
- Ep. 37Agent readiness with safe context actions













