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Developer Tools

How do you stop a security automation job from running twice at once?

Use the GitHub Actions concurrency key so one run per group executes at a time. Group names, cancel in progress, queue options and when not to cancel.

Oct 19, 20263 min read
Developer Tools

How do you stop developers bypassing the internal package mirror?

Policy alone will not keep builds on the mirror. Five technical controls that make the mirror the path of least resistance, and how to detect bypass.

Oct 19, 20263 min read
Developer Tools

Can stateful property tests find workflow bugs like skipped steps?

Stateful property tests generate sequences of actions and check invariants after each step. That suits checkout, refund and approval flows. A short guide.

Oct 19, 20264 min read
Developer Tools

Starter workflows vs organization workflow templates: what differs?

Public starter workflows and your own organization templates look alike in the GitHub UI but differ in owner and risk. Here is how to tell them apart.

Oct 19, 20263 min read
Developer Tools

Why does my CI dependency scan miss a new advisory? Stale data

CI scans can miss new advisories when vulnerability data or results are cached too long. Here is how to find stale data and set a safe refresh policy.

Oct 19, 20263 min read
Developer Tools

Why does an upgrade pass in staging and still break production?

Staging misses upgrade bugs because data, traffic, config and scale differ. Common gaps, how to close them cheaply, and why a canary still matters.

Oct 19, 20264 min read
Developer Tools

Staged rollout or phased release: how to ship an SDK upgrade safely

Google Play staged rollouts and App Store phased releases both limit who gets an SDK upgrade first. How they differ and what to watch while they run.

Oct 19, 20264 min read
Developer Tools

How should a CLI split stable, beta and nightly update channels?

Keep one signing path, separate metadata per channel, and never let a channel switch skip verification. Rules for stable, beta and nightly CLI releases.

Oct 19, 20263 min read
Developer Tools

SSH agent on the road: lifetimes, confirmation and security keys

Travelling with SSH keys? Set agent key lifetimes, require confirmation, and consider FIDO security keys so a lost laptop does not hand over server access.

Oct 19, 20264 min read

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