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Developer Tools

How long should an Android signing key be valid? Why 2033 matters

Google recommends an Android signing key valid 25 years or more, and Play needs validity past 22 October 2033. Learn why expiry works differently here.

Oct 19, 20264 min read
Developer Tools

How do you add an open source licenses screen to an Android app?

Use Google's oss-licenses Gradle plugin and the play-services-oss-licenses library to collect notices and show them in an activity. Steps and limits.

Oct 19, 20264 min read
Developer Tools

Android debug keystore or release key: which signs what you publish?

Android Studio signs debug builds with a self-signed debug key that app stores reject. Publish with your release or upload key. Learn the difference.

Oct 19, 20264 min read
Developer Tools

How should you write requirements.txt for Amazon MWAA?

Write an Amazon MWAA requirements.txt that starts with a constraint line, pins every library with double equals, and is tested locally before upload.

Oct 19, 20263 min read
Developer Tools

What do grouping, inhibition and silences do in Alertmanager?

Grouping merges similar alerts into one notification, inhibition mutes alerts when a related one fires, silences mute for a set time. How each cuts noise.

Oct 19, 20263 min read
Developer Tools

Did the AI fix the finding or just silence the scanner?

Spot AI changes that close a finding by suppression, rule exclusion or threshold changes instead of fixing the code, and what to do when you find one.

Oct 19, 20264 min read
Developer Tools

Why does an AI fix pass CI? Check for deleted or weakened tests

A green build on an AI fix can mean the tests were changed to pass. Learn the four test edits to hunt for in the diff and how to flag them in CI.

Oct 19, 20264 min read
Developer Tools

Should an AI assistant fix an npm install error with force?

When an assistant fixes a failed npm install by adding force or legacy peer deps, it switches off protections. Here is what each flag removes and what to do.

Oct 19, 20264 min read
Developer Tools

Which red flags in an AI fix diff do reviewers miss most often?

Reviewers anchor on the task and skip side edits. These files in an AI fix diff deserve a second look: lockfiles, CI, build scripts and rules files.

Oct 19, 20264 min read

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