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Developer Tools

How do you run the Safeguard CLI inside a coding agent sandbox?

The Safeguard CLI is a single static binary that can scan and write code. How to run it inside a cloud or local agent sandbox, and what network it needs.

Oct 19, 20266 min read
Developer Tools

Does a Go vendor directory change what your SBOM should trust?

When a Go repo has a vendor directory, builds read it instead of the module cache. Here is what that means for SBOM generation and which file to check.

Oct 19, 20266 min read
Developer Tools

Which security metrics should you track after an AI coding agent rollout?

Track blocked actions, approval rates, agent-added dependencies, review depth, and credential age. Six metrics that show whether agent controls work.

Oct 19, 20267 min read
Developer Tools

What is a good agenda for a security review of an AI coding tool demo?

A 45 minute agenda for a security-led session on an AI coding tool: data path, execution, reach, logs, administration, and the live tests to request.

Oct 19, 20267 min read
Developer Tools

Cloud or local coding agent sessions: what changes for security?

Cloud sessions run the agent in an isolated environment with controlled credentials and network. Local sessions stay on your machine. Compare the two.

Oct 19, 20266 min read
Developer Tools

Can you run DAST from your existing end-to-end tests?

Yes. Route your end-to-end tests through a scanning proxy and get passive findings for free, then add targeted active scans. Steps, benefits and limits.

Oct 19, 20266 min read
Developer Tools

Read-only, plan, or edit mode: which should an AI coding agent use?

Start agents in read-only or plan mode, allow edits in a sandbox, and keep command and network actions gated. A decision guide for choosing a mode by task.

Oct 19, 20267 min read
Developer Tools

What counts toward an AI context window, and why does it grow your bill?

Everything you send plus the reply counts toward the context window: prompt, history, tool results, tool definitions and reasoning. See why bills grow.

Oct 19, 20267 min read
Developer Tools

Should AI coding agent instruction files and hooks get code review?

Yes. Files that steer a coding agent, grant it permissions, or run hooks change what it does. Put them under ownership, review, and change history.

Oct 19, 20267 min read

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