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Developer Tools

Why does a long coding agent session use so much of your limit?

Long context, cache misses, scheduled tasks, subagents and compaction all add usage in a long agent session. Here are the causes and the fixes for each.

Oct 19, 20268 min read
Developer Tools

Terminal AI agent or IDE assistant: which is safer for your team?

Neither form is safer by default. Safety depends on what the tool can run and reach. Here is a side by side look at terminal agents and IDE assistants.

Oct 19, 20267 min read
Developer Tools

How long does a Zephyr LTS release get security fixes?

Zephyr says an LTS release is maintained for about five years: two years of general and security fixes, then security and stability only. Planning notes.

Oct 18, 20263 min read
Developer Tools

ZAP baseline scan vs full scan vs API scan: which should I run?

ZAP ships three Docker scan scripts. Baseline is passive and fast, full scan attacks, API scan imports a definition. Here is how to pick one for each job.

Oct 18, 20263 min read
Developer Tools

What is the ZAP Automation Framework, and how do I run a YAML plan?

The ZAP Automation Framework runs scans from a YAML plan with an env section and jobs like spider, activeScan and report, started with the autorun option.

Oct 18, 20263 min read
Developer Tools

What does ZAP's API scan test, and what does it skip?

ZAP's API scan imports an API definition and runs an active scan tuned for APIs. See supported formats, safe mode, exit codes and what it cannot cover.

Oct 18, 20263 min read
Developer Tools

Yocto SBOM with create-spdx: what you get and how to tune it

The Yocto Project generates SPDX SBOMs by default through the create-spdx class. Where the file lands, which variables matter, and what to check.

Oct 18, 20263 min read
Developer Tools

How do I fix a vulnerable transitive dependency in Yarn with resolutions?

Yarn's resolutions field forces one version of a nested package. See the syntax, the root-only rule, and a safe way to apply and remove a pin.

Oct 18, 20263 min read
Developer Tools

What do yarn npm audit and pnpm audit check by default?

Yarn audits direct dependencies unless you add the recursive option, and pnpm audit has its own scope flags. Check defaults before trusting a clean run.

Oct 18, 20263 min read

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