Tag: hooks
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Agentic AI Non-Determinism: Repeat the Boundary, Not the Route
What is agentic AI non-determinism? Agentic AI non-determinism is the fact that the same agent, given the same task twice, takes a different route each time. The prompt is the same, and so is the model. But the steps, the tool calls, and sometimes the answer are not. So a test that expects the same…
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Agentic AI Incident Record: Record It During, Not After
What is an agentic AI incident record? An agentic AI incident record is the account of one agent run that went wrong, written while the run is still going. It captures the failing step, the state at that moment, and the steps that led there. It also captures the decision to stop or resume.…
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Keeping Agentic AI Systems Safe From Prompt Injection
Agentic AI prompt injection is what happens when an agent reads content that contains instructions and then follows them as if you had given them. The content can be a web page, an email, a PDF, a support ticket, or the result of a tool call. You asked the agent to do one job. Then…
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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.…