| Infrastructure | Microservices sprawl and heavy coordination | Consolidated monoliths and fewer moving parts | “Coordination tax is a headcount tax. Cheap money pays for it; expensive money forces simplification.” |
| Support | Live chat, phone support, and concierge workflows | Self-serve help centers and AI deflection | “In growth climates, users are assets to retain. In tight climates, support is a cost to control.” |
| Data | Store everything, keep logs forever | Retention policies with hard delete windows | “Data is only an asset when you can afford to mine it. Otherwise it is a storage bill.” |
| Pricing | Free tiers optimized for reach | Reverse trials that convert to paid quickly | “Free users are marketing spend. Tight capital means you cut marketing and protect cash flow.” |
| Org chart | Thick middle management layers | Player-coaches with wider spans | “Management layers help retain talent in a tight labor market. In slack markets, output beats retention.” |
| Roadmap | Moonshots and optionality bets | Table-stakes parity investments | “Optionality is a luxury good. You buy lottery tickets only when cash is plentiful.” |