Practice-wide engineering
- Deliver up to 5 client features in parallel by directing up to 10 concurrent AI agents through a spec-driven pipeline built in-house, with requirements interrogation, dependency-ordered planning, TDD-gated implementation, and cross-model review gates enforced end to end.
- Operate and secure 15–20 concurrent client sites across AWS, DigitalOcean, and managed providers, with hundreds of security fixes across two decades: zero compromises on Node and Next.js through the 2026 Shai-Hulud npm supply-chain waves, and 10 compromised or exposed sites patched simultaneously with parallel agents during the WP2Shell WordPress RCE wave, in a fraction of serial remediation time.