policy-as-code
Safeguard articles tagged "policy-as-code" — guides, analysis, and best practices for software supply chain and application security.
61 articles
Developer empowerment in cloud security: a guardrails-first framework
Gartner estimated through 2025 that 99% of cloud breaches would be the customer's fault, not the provider's — guardrails at the point of action are how you fix that.
Policy as Code: Enforcing Cloud Security Guardrails in CI/CD Instead of Manual Review
OPA reached CNCF Graduated status in January 2021 — yet most teams still catch misconfigured IAM roles by eyeballing a pull request.
Writing Rego policies for Kubernetes admission control and CI gates
Open Policy Agent graduated CNCF on Jan 29, 2021 — yet most teams still ship Rego with no default-deny, turning a policy gate into a rubber stamp.
Policy-as-code for Terraform: testing before you ever run apply
Checkov, OPA, and tflint each catch different Terraform mistakes — chained into CI before apply, they turn a review comment into a hard gate.
AI Code Generation: An Evaluation Framework for Gating Output Before Merge
NYU researchers found security weaknesses in ~40% of Copilot-generated programs. Here's how to gate AI code before it ever reaches main.
Embedding security-by-design into DevSecOps risk management across the SDLC
NIST's SSDF turns 'shift left' into eleven concrete practices — but a framework on paper doesn't stop a bad merge. Here's how to make it enforceable.
A reference architecture for automating security gates in CI/CD
29M hardcoded secrets leaked in 2025 alone. Here's a gate architecture — SAST, SCA, secrets, IaC — that catches that without adding a day to your release cycle.
Writing a Container Security Policy That Actually Holds
Most container security policies get written once, ignored during the next sprint, and rediscovered during an audit — here's how to write one that engineers actually follow.
The four-phase roadmap for adopting DevSecOps
Google Cloud's 2024 DORA report found AI-tool adoption correlated with worse delivery performance for the second year running — tool sprawl without a plan makes DevSecOps worse, not better.
Shifting Infrastructure-as-Code security left across the SDLC
Terrascan went archived in November 2025 and tfsec folded into Trivy in 2024 — IaC scanning is consolidating fast, and where you run it matters as much as which tool you pick.
A hands-on introduction to Rego for Kubernetes admission control
OPA graduated CNCF on January 29, 2021, and Rego v1 became the default syntax in OPA v1.0.0 (Dec 2024) — here's how to write your first admission-control policies.
Rego for intermediates: combining rules with AND/OR and writing actionable error messages
Rego has no `&&` or `||` operators — AND is implicit, OR means writing the same rule twice, and most teams miss both until a policy silently passes.
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