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Capsule Security Launches ‘AI Circuit Breaker’ to Stop Rogue Agents

New models, trained using NVIDIA Nemotron 3 Ultra, aim to catch rogue agent behavior before it executes, without the latency of large-model review. The post Capsule Security Launches ‘AI Circuit Breaker’ to Stop Rogue Agents appeared first on SecurityWeek .

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OpenCode Custom Provider in Docker Sandbox

A simple guide/writeup to myself and others when setting up OpenCode inside a Docker sandbox. Get Started Install OpenCode Get your provider key Create your opencode.jsonc config: { "$schema"…

When Runtime Plans Enter the Prompt: A Structured Debate for SQL Review Bots

The following scene is a composite on-call pattern, not a personal claim about one employer. A checkout query crossed its p95 budget during a mid-afternoon spike, and the reviewer copied the plan.

  • Runtime plans provide accurate execution details for specific hosts and configurations
  • Runtime plans expose sensitive information like email addresses and row counts
  • Debate focuses on collector decision rather than vendor benchmarks or model design

Oracle First: Routing AI-Generated Diffs With a Glossary and Four Leaves

Consider this scene. It is a composite, not a personal war story. An agent ran overnight on a leftover prompt. Morning git status showed fourteen files. Two of them implemented the requested endpoint.

  • Provides systematic approach for AI-generated code diffs
  • Routing tree guides decision to keep, quarantine, rewrite
  • Helps maintain codebase integrity and minimize risks

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