codex · patterns
39 synthesis patterns
- Substrate runs the loop; humans run alignment and taste (7 ops)
- Build for the next model, not the current one (6 ops)
- Copywriting craft is built on five reinforcing fundamentals — Schafer, Gerhardt, Shleyner, Handley, Harland, and Miller on what makes copy actually convert (6 ops)
- Differentiation, not competition, is what compounds — Thiel, Naval, Munger, Neumeier, Hormozi, and Dunford on the same economic principle (6 ops)
- Status quo / no-decision is the real competitor (6 ops)
- The AEO triangle — presence, relevance, manual-action propagation (6 ops)
- Agents mapped 1:1 to JTBD with named human checkpoints (5 ops)
- Distribution and earned channels are the new moat (5 ops)
- Frontline customer contact is the PMM substrate (5 ops)
- Generalists with taste, shipping end-to-end (5 ops)
- Make the implicit explicit (5 ops)
- Pricing is a behavioral-architecture problem — Ariely, Kahneman, Simon, Hormozi, and Ramanujam on what the buyer actually does with prices (5 ops)
- Sell to the buyer's mindset, not to product features — Rackham, Dixon, Voss, Moesta, and Dunford on the same buyer-side primacy (5 ops)
- Sustainability beats optimisation — Housel, Naval, Taleb, Munger, and Sinek on why endurance compounds and brilliance abandoned doesn't (5 ops)
- Agent-first GTM (rebuild, don't bolt-on) (4 ops)
- Company story IS the strategy — name the shift, run the audit (4 ops)
- Context, not capability, is the bottleneck (4 ops)
- Decision quality at scale comes from process design, not from individual brilliance or harder thinking (4 ops)
- Diagnose before executing — refuse the playbook ask (4 ops)
- Execution is becoming free; judgement is the part that doesn't compress (4 ops)
- LLM-as-OS, post-training as moat (4 ops)
- Pricing is the most leveraged and most under-invested function — Simon, Ramanujam, Skok, and Hormozi on the same structural failure (4 ops)
- Principal/staff IC as force-multiplier archetype (4 ops)
- Quality and friction-as-feature are growth levers, not constraints (4 ops)
- Sales is an engineered system, not individual art — Roberge, Skok, Voss, and Altman on the structural design of repeatable revenue (4 ops)
- Agents are first-class users — design for output, not navigation (3 ops)
- AI defensibility comes from non-AI moats — Altman, Naval, and Munger on what survives commoditisation (3 ops)
- Defensibility comes from non-substitutable, non-trainable specificity — Naval, Munger, and Dunford on the same boundary (3 ops)
- Differentiation requires three checks — different, better, matters (3 ops)
- Evals are data analysis — single judge, binary rubrics, error analysis first (3 ops)
- Market selection and offer strength dominate downstream optimisation — Hormozi, Godin, and Dunford on the same hierarchy (3 ops)
- Measure with absolute counts and correlated short signals, not stage rates and long loops (3 ops)
- Rapport surfaces what research cannot — Voss, Moesta, and Munger on the conditions that produce hidden information (3 ops)
- Repair, generous interpretation, identity-vs-behavior — parenting frames as leadership ops (3 ops)
- Research preview, frontier programs, seasons not roadmaps (3 ops)
- Specificity becomes profitable — long tail, niche, segment-aware pricing (3 ops)
- Subtraction beats addition — Taleb, Munger, and Hormozi on why removal is more reliable than improvement (3 ops)
- The Economic Turing Test — outcomes pricing, agent labor, revenue per employee (3 ops)
- Verification — not execution — is the irreplaceable human job (3 ops)