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Developer Tools

Desktop release signing checklist: Windows, macOS and Linux

A pre-publish checklist for desktop releases: sign every binary, timestamp, notarize, publish checksums, limit key access, verify the public download.

Oct 18, 20263 min read
Developer Tools

Design a degraded mode: what to turn off first under stress

Graceful degradation means deciding in advance what to drop under load or dependency failure. How to rank features, keep security checks and test it.

Oct 18, 20263 min read
Developer Tools

How long should you keep a deprecated feature in an on-prem product?

A public deprecation policy gives GA features a full major version, beta features months, and alpha features none. A model for on-prem vendors.

Oct 18, 20263 min read
Developer Tools

Deploy keys, GitHub Apps or machine users: which for automation?

A decision guide to the three ways automation can reach a private Git repository, with the drawbacks GitHub documents for each and when each one fits.

Oct 18, 20263 min read
Developer Tools

What does dependency review on pull requests catch and miss?

Dependency review shows what changed in a pull request and flags known vulnerabilities. It will not spot a brand new malicious release by itself.

Oct 18, 20263 min read
Developer Tools

What do Valid-Until and Signed-By do in a vendor apt repository?

A Debian repository Release file can carry Valid-Until and Signed-By. How vendors use them to limit stale metadata and pin the signing key for customers.

Oct 18, 20263 min read
Developer Tools

dbt secrets: using DBT_ENV_SECRET variables so logs stay clean

How dbt scrubs variables with the DBT_ENV_SECRET prefix from logs, where that protection ends, and a short test to confirm it in your setup.

Oct 18, 20263 min read
Developer Tools

Databricks secret scopes and the limits of output redaction

Secret scopes keep credentials out of notebooks, but redaction only hides literal values. What to configure, and what not to trust in practice.

Oct 18, 20263 min read
Developer Tools

Data portability under GDPR Article 20: choosing an export format

What Article 20 requires from a data export, which data it covers, and how to choose between JSON, CSV and other formats for a portability request.

Oct 18, 20263 min read

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