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Developer Tools

How many security checks should one pull request run?

No fixed number fits, but each required pull request check should earn its place by speed, accuracy and a clear owner. A pruning method and starter set.

Oct 19, 20264 min read
Developer Tools

How many alerts can a chat channel take before rate limits apply?

Slack documents roughly one message per second per channel for apps. How to batch, back off on HTTP 429 and keep a scan burst from dropping alerts.

Oct 19, 20263 min read
Developer Tools

How many dependency update PRs can a small project absorb?

Dependabot allows five version update PRs by default and Renovate allows ten. How to size the limits to reviewer time and CI cost on a small project.

Oct 19, 20264 min read
Developer Tools

How long should reachability analysis take, and what drives it?

Run time grows with program size and with how precise the call graph is. Learn what drives it and how to fit analysis into pull requests and nightly runs.

Oct 19, 20263 min read
Developer Tools

How long should an API deprecation window be before removal?

Size an API deprecation window to how slowly your customers can change: months for servers, longer for mobile and devices. Examples and a decision table.

Oct 19, 20264 min read
Developer Tools

How long should a scanner take on your largest repository?

Time a scanner demo on your largest repository, separate first scan from incremental scan, and set a limit your developers can live with before you buy.

Oct 19, 20263 min read
Developer Tools

How long should a canary run before you promote a patch?

A canary should run long enough to see representative traffic and slow failures, not a fixed number of minutes. How to set size and duration for a patch.

Oct 19, 20264 min read
Developer Tools

How long is a Spring Boot version supported?

Spring Boot majors are supported for at least three years and minors for at least 12 months. See how to plan your upgrades around that policy.

Oct 19, 20263 min read
Developer Tools

How long do npm, pip and cargo retry a dead registry in CI?

npm, pip and cargo each retry differently when a registry fails. Compare the documented defaults and set job timeouts so CI fails fast and clearly.

Oct 19, 20264 min read

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