Tag: harness engineering

• The AI-Native SDLC Playbook, Staged on the Five-Stage Agentic AI Roadmap

  

  What an AI-Native SDLC Roadmap Sequences An AI-native SDLC roadmap is the order in which an enterprise adopts the plays of an AI-native software development lifecycle — intent files, plan mode, hooks, agentic code review, continuous evals, self-closing maintenance loops — so that each play arrives only after the controls it depends on already exist.…

  Dr. Harish Kotadia, Ph.D.

  August 29, 2026

  Anthropic

  agentic AI governance, Agentic AI Roadmap, AI-native SDLC, Anthropic playbook, Claude Code, continuous evals, harness engineering, hooks, managed settings

• Agentic AI Governance: Managing the Harness Across the Five-Stage Roadmap

  

  What Agentic AI Governance Actually Governs Agentic AI governance is the discipline of controlling what an AI agent is allowed to do, verifying what it actually did, and proving both to an auditor — and in 2026 the object of that governance is no longer the model. It is the harness. The industry has converged…

  Dr. Harish Kotadia, Ph.D.

  August 28, 2026

  Agentic AI Governance

  agent harness, agentic AI governance, Agentic AI Roadmap, AI agent controls, enterprise agentic AI, harness engineering