AI Agent Skills

Designs multi-tier caching architectures (CDN, Redis, memory), invalidation policies, and stampede mitigations.

Analyzes cloud infrastructure and architectures to identify wasted spend and right-sizing opportunities.

Designs distributed token bucket, leaky bucket, and tiered rate limiting architectures to prevent abuse.

Radical simplification, red-teaming, and Occam's Razor devil's advocate for software architecture, PRDs, agent workflows, and technical designs. Challenges feature creep…