Bio
AI engineering practitioner. Co-authored 2026-04-28 Lenny's Newsletter guest piece taxonomizing agent backlogs into three structurally different systems with order-of-magnitude different build costs.
Identity not yet verified beyond their cited work.
Operating themes
- Three classes of agents — deterministic automation, reasoning-and-acting, multi-agent networks — each with different cost bands.
- Tag the loop class before resourcing — averaging "agent" cost mis-resources roadmaps.
Cards
- Agents come in three classes — tag each loop or under-resource it — Agents come in three classes — tag each loop or under-resource it [Tier B]
Sources captured
- 2026-04-28 — Not All AI Agents Are Created Equal, Lenny's Newsletter (with Jaya Rajwani) (
raw/essays/farooq-rajwani--agent-taxonomy--2026-04-28.md)