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Sandboxes solve where agent code runs. What controls what it does next?

BACKGROUND
1 SIGNALFIRST DETECTED 26 July 2026
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How the story developed
Other feeds and industry voices
21 Jun
Sandboxing code execution for AI agents

<!-- SC_OFF --><div class="md"><p>For those giving their agents the ability to execute code, how are you sandboxing it?</p> <p>The spectrum seems to be:</p> <ul> <li>Docker

OPINION · HOW · LocalLLaMAOPEN STORY
9 Apr
Cryptographic "black box" for agent authorization (User-to-Operator trust)

<!-- SC_OFF --><div class="md"><p>I've been following the IETF drafts for agent identity, and I realized there's a massive hole: User-to-Operator trust. We have ways for services

OPINION · HOW · LocalLLaMAOPEN STORY
7 Apr
Running AI agents in sandboxes vs. isolated VMs with full desktops what's your setup?

<!-- SC_OFF --><div class="md"><p>I've been experimenting with different ways to give AI agents access to a real computer (not just code execution) and wanted to share what I've

OPINION · WHEN · LocalLLaMAOPEN STORY
2 Apr
The Claude Code Leak Just Gave Every Developer a Masterclass in AI Agent Orchestration

<p>On March 31, 2026, Anthropic accidentally shipped the entire source code of Claude Code — its flagship AI coding agent — inside a routine npm update. No hack. No reverse

REPORT · WHAT · Dev.toOPEN STORY
29 Jul
Docker returns to its coding-agent series with an argument shaped like a CI problem: no layer between the agent and the host

<p>Docker published the second entry in its Coding Agent Horror Stories series on July 20, and the operational read is short: on a stock developer laptop, an AI coding agent runs

REPORT · HOW · Dev.toOPEN STORY
15 Apr
A Complete Guide to Securing AI-Generated Code: From Pre-LLM Sanitization to AI-Native SAST (2026)

<h2> Introduction </h2> <p>AI coding assistants like GitHub Copilot, Cursor, Codeium, and Amazon CodeWhisperer now power a significant portion of modern software development and

REPORT · WHAT · Dev.toOPEN STORY
30 Mar
What happens when a cybersecurity agent stops over-refusing in real workflows?

<!-- SC_OFF --><div class="md"><p>One recurring issue with domain-specific agents is that overly defensive refusal behavior can make them much less useful once the workflow gets

OPINION · WHERE · LocalLLaMAOPEN STORY
29 Apr
All Our Tests Passed. The Agent Was Still Broken.

<!-- SC_OFF --><div class="md"><p>Testing agent systems by feeding real natural-language prompts into real runtimes, then scoring whether the correct tool was invoked. No mocks,

OPINION · WHAT · ArtificialInteligenceOPEN STORY
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