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Developer Tools

Do you need RAG at all? When to put the whole knowledge base in the prompt

A small knowledge base can go straight into the prompt with no index. Where Anthropic puts the line, and what to check before you skip retrieval.

Oct 18, 20263 min read
Developer Tools

Dev Containers and extension security: what actually changes

Dev Containers move most extensions into the container and add trust prompts. Learn where extensions run, which credentials reach it, and the limits.

Oct 18, 20264 min read
Developer Tools

Detection as code: a simple pipeline for Sigma rules

Treat detection rules like software: version control, review, tests and staged rollout. A step by step pipeline for Sigma rules and a checklist to adopt.

Oct 18, 20263 min read
Developer Tools

Private key and large file hooks: what they catch and what they miss

What the detect-private-key and check-added-large-files pre-commit hooks catch, where they miss, and why a server side secret check still matters.

Oct 18, 20263 min read
Developer Tools

Designing medical device updates: a checklist from FDA's guidance

FDA's appendix on firmware and software updates asks for signed updates, no silent downgrades, interruption handling and preserved build environments.

Oct 18, 20263 min read
Developer Tools

Use dependency review on pull requests to catch AI-added packages

How a pull request level dependency check shows new and indirect packages, release dates and known vulnerabilities, and how to make it a merge requirement.

Oct 18, 20263 min read
Developer Tools

Dependabot for GitHub Actions: keep workflow dependencies current

A short config makes Dependabot open pull requests for outdated actions and reusable workflows. How to set it up and what to review in each update.

Oct 18, 20263 min read
Developer Tools

Dependabot cooldown: delaying version updates for new releases

A cooldown makes Dependabot wait a set number of days before proposing a new version. Here is how the options work and where it does not apply.

Oct 18, 20263 min read
Developer Tools

Dependabot alerts for a small team: what they catch and miss

What Dependabot alerts do, when they fire, what they miss, and a simple weekly routine for a small engineering team to keep dependency risk in check.

Oct 18, 20263 min read

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