AI Control Layers Beat Single-Model Workflows
How orchestration policy, role segmentation, and cost routing create durable AI advantage.
- AI Architecture
- Orchestration
- Governance
Articles
Published Notes & Strategy Briefs
Long-form ideas around AI infrastructure, automation engineering, and expansion economics.
Automation Resilience Playbook for Production Teams
From retries and idempotency to state-safe concurrency, what makes automation survive real edge cases.
- Automation
- Reliability
- Systems Design
Designing SaaS Expansion Economics in AI Products
A practical model for pricing tiers, expansion loops, and monetization architecture in AI-native platforms.
- SaaS
- Monetization
- Strategy