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Application Security

How does SQL injection happen in Go, and how do you prevent it?

In Go, SQL injection comes from building queries with fmt.Sprintf or string joins. Pass values as arguments to database/sql so they stay data.

Oct 18, 20264 min read
Application Security

How do you handle secrets in a Go application?

Load secrets at startup from a managed store, wrap them in a type that cannot print itself, keep them out of images and logs, and rotate. A Go guide.

Oct 18, 20264 min read
Application Security

How do you handle secrets in GitLab CI without leaking them?

Store GitLab CI secrets as masked, protected variables or fetch them from an external manager at run time. Masking hides logs only; it does not stop theft.

Oct 18, 20265 min read
Application Security

How do you give GitLab CI jobs only the access they need?

Use the job token allowlist, keep cross-project push off unless needed, and swap personal access tokens for ID tokens so a hijacked job reaches little.

Oct 18, 20265 min read
Application Security

How do you use GitHub Actions environment variables safely?

Learn the three kinds of Actions variables, where to set each, how GITHUB_ENV works, and why untrusted text belongs in an env value, not in a shell script.

Oct 18, 20265 min read
Application Security

How do you get started with Rego and write a policy that you can test?

Rego is the policy language of Open Policy Agent. Write an allow rule over JSON input, set a safe default and run opa test before it guards anything.

Oct 18, 20264 min read
Application Security

How do you get started with JavaScript static analysis?

Start with a linter in your editor and CI, add security rules, then data-flow scanning. Tune slowly, fix by class, and fail builds only on rules you trust.

Oct 18, 20264 min read
Application Security

How do you secure fast, AI-assisted development without slowing it?

AI-assisted coding raises volume, so checks must run in the editor and pull request, stay fast and block only what matters. A design using NIST SSDF

Oct 18, 20265 min read
Application Security

How do you fix Java security issues while coding in IntelliJ IDEA?

Catch Java flaws before commit with IDE inspections, parameterized queries and an IDE security extension, then back them up with a pull request check.

Oct 18, 20264 min read

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