Topics

Everything on sunilkumar.ai by topic: the five pillars of agentic AI in production, plus the tags that run through them.

Pillars

Architecture 4 pieces
Reference designs, orchestration, tool use, memory and evaluation for agents that run in production.
Economics 3 pieces
ROI, pricing models, build versus buy, and pod-based delivery for agentic AI.
Field notes 4 pieces
Anonymised lessons from real builds. Short, specific, dated.
Governance and risk 4 pieces
Guardrails, audit trails, compliance (ISO 27001, HIPAA, EU AI Act) and the controls that let an enterprise trust an agent.
Organisation 3 pieces
How teams and the software lifecycle change when agents do real work: AI-DLC, skills and change management.

Tags

agentic ai (3), ai dlc (3), audit (2), cost (3), delivery (4), engineering teams (2), evaluation (6), guardrails (3), orchestration (2), pods (4), pricing (2), production (3), refusals (3), sdlc (2), tools (2)