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Developer Tools

How do you track precision for each static analysis rule over time?

Keep a per-rule ledger: findings reviewed, confirmed, dismissed, and the share confirmed. Use it to promote, tune or retire each rule on evidence.

Oct 19, 20264 min read
Developer Tools

How do you keep a never-auto-update list without hiding risk?

Pinned packages are fine if each has an owner, a reason and an expiry date. Here is how to store the list in config, review it, and avoid silent drift.

Oct 19, 20264 min read
Developer Tools

What update history should an IoT device keep for its whole life?

Journals rotate, so keep a small separate install history on each device: what was installed, when, and any fallback. A field list and design notes.

Oct 19, 20264 min read
Developer Tools

Jib or a Dockerfile: which is better for Java container images?

Both can produce safe images. Jib builds without a Docker daemon and layers dependencies for you; a Dockerfile gives full control. A decision guide.

Oct 19, 20264 min read
Developer Tools

How do you find deprecated Java APIs before a JDK upgrade?

The JDK ships jdeprscan, a static tool that scans jars and classes for deprecated Java SE APIs. See how to run it, read it and what it cannot see.

Oct 19, 20264 min read
Developer Tools

How do you set up Gradle dependency locking in a Java template?

Gradle dependency locking records resolved versions so builds are repeatable. How to turn it on in a template, use STRICT mode and update locks on purpose.

Oct 19, 20264 min read
Developer Tools

Istio mTLS PERMISSIVE or STRICT: how do you migrate safely?

Istio PeerAuthentication modes explained: PERMISSIVE accepts plaintext, STRICT requires mTLS. A safe migration order and how to check what is left.

Oct 19, 20264 min read
Developer Tools

Is your SBOM identical every time you generate it?

Two runs on the same commit should list the same components. Learn what legitimately changes between runs, what should not, and how to test repeatability.

Oct 19, 20264 min read
Developer Tools

Is your rollback ready before auto-merge on dependency fixes?

Before auto-merge touches a service, confirm you can redeploy the previous build fast. These preconditions make a rollback real, not hopeful.

Oct 19, 20264 min read

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