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Developer Tools

How do you write golden path docs that developers actually read?

Golden path docs fail when they read like policy. Use a one page quick start, copyable commands, a why section and a fix guide for each blocking check.

Oct 19, 20264 min read
Developer Tools

How do you publish a scan report as a GitHub Actions job summary?

Append Markdown to the GITHUB_STEP_SUMMARY file and GitHub shows it on the run page. A table template, safety cautions and what to leave out of the report.

Oct 19, 20264 min read
Developer Tools

How do you write a Roslyn analyzer for a custom .NET code check?

A Roslyn analyzer derives from DiagnosticAnalyzer, registers a syntax action, reports a diagnostic, and gets unit tests. Steps and severity setup in .NET.

Oct 19, 20264 min read
Developer Tools

What should a regression test for a vulnerability fix assert?

A good security regression test fails before the fix, passes after, covers bypass variants, and still lets valid input through. Here is what to assert.

Oct 19, 20264 min read
Developer Tools

How do you write a Python security check with the ast module?

Parse Python with ast.parse, subclass NodeVisitor, match one risky call, report file and line, then test on safe and unsafe samples. Short working example.

Oct 19, 20263 min read
Developer Tools

How do you write a custom Go analyzer and test it with analysistest?

Define a Go analysis.Analyzer with a Run function, report diagnostics, and test it with analysistest using want comments in testdata files. Steps shown.

Oct 19, 20263 min read
Developer Tools

Should a design system wrap its third party UI dependencies?

Wrapping a third party date picker or chart in your own component limits the blast radius of an update. When it pays off, what it costs, how to do it.

Oct 19, 20263 min read
Developer Tools

Should you wrap a third party library or call it directly?

Wrap a library behind your own interface when swapping it would be costly or risky. Call it directly when it is small, stable, and easy to replace.

Oct 19, 20263 min read
Developer Tools

Should you wrap a third-party library behind your own interface?

Wrapping a library behind a thin interface of your own lowers the cost of replacing it. When it pays off, when it is overkill, and a short example.

Oct 19, 20263 min read

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