What is an AI API rate limit? RPM, TPM and token buckets explained
An AI API rate limit caps requests and tokens per minute for an organization. Here is how RPM, input and output token limits, and token buckets work.
Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
An AI API rate limit caps requests and tokens per minute for an organization. Here is how RPM, input and output token limits, and token buckets work.
The human who launched the agent owns the pull request, and a different human reviews it. Here is how to enforce that with reviews and branch protection.
Install the Safeguard extension in VS Code, Cursor or a JetBrains IDE, sign in with a code, and see vulnerable dependencies flagged right in your editor.
Use pnpm sbom with `--split` and an `--out` path containing the package name to write one SBOM per workspace package. Steps, output shape, and pitfalls.
Three ways code enters a repo, three ways an SBOM can miss it. A decision guide for recording submodules, vendored copies and normal dependencies.
How to test a DAST tool on deliberately vulnerable apps: build a safe lab, keep a known-issue list, score hits and misses, and know the limits.
Sandbox an AI terminal assistant by isolating its files, credentials, and network. Six steps, from a separate user to a container with only the repo.
A SAST gate needs a named override path: who can approve, what they record, and when it expires. A short decision guide for teams adding blocking checks.
Download both versions without installing them, unpack them in a throwaway directory and compare files. Steps for npm and PyPI, plus what to look for.
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