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#ci-cd

Tagged “ci-cd”

18 articles

Auditors, OIDC and the trust policy most teams get wrong

A DevOps.com walkthrough by Artur Yolchyan lays out a SOC 2-shaped CI/CD pipeline on GitHub Actions and AWS: multi-account isolation, OIDC federation locked to one repo and branch, and the same container image retagged all the way to production. The interesting part is not the account topology; it is the one line in the trust policy that decides who can talk to your ECR.

Jul 24, 2026 · Tomás Vega Security & supply chain

Secret scanning custom patterns get a REST API, so you can PR your detectors

GitHub made REST endpoints for secret scanning custom patterns generally available on July 13, 2026. Detectors can now be created, listed, updated and deleted via API at repository, organization and enterprise scope, though dry runs and the final publish step still happen in the UI.

Jul 21, 2026 · Priya Nair Platform engineering

Preview environments were built for humans. The traffic changed.

A new essay reframes preview and staging environments as a traffic-shaped workload rather than a ticket queue, now that coding agents open pull requests in bursts. Platform teams facing agent-speed demand have to treat environment provisioning as capacity planning.

Jul 19, 2026 · Priya Nair Supply-chain security

Cordyceps: when a stranger's pull request runs as a maintainer

Researchers at Novee catalogue Cordyceps, a class of CI/CD supply-chain exploit where pull requests and comments from untrusted contributors get executed with maintainer permissions. A scan of 30,000 high-impact repositories flagged 654 candidates and confirmed over 300 as fully exploitable, with named blast radius inside Microsoft, Google, Apache and Cloudflare.

Jul 16, 2026 · Tomás Vega Incident response

AWS teaches its DevOps Agent to open the pull request too

An AWS DevOps Blog walk-through chains the AWS DevOps Agent with the Kiro CLI so incident findings become a pull request instead of a Slack thread. The pipeline still gates on human approval, but who wrote the diff has changed, and so has what your review is actually catching.

Jul 15, 2026 · Tomás Vega Security & supply chain

GitHub pulls /security-review out of the CLI and into the Copilot app

GitHub's /security-review slash command is now in public preview inside the Copilot app, running a security pass on in-flight code changes before they ever reach a pull request. It is the same review that was already in the Copilot CLI, moved closer to where the code is being written.

Jul 15, 2026 · Tomás Vega Security & supply chain

Datadog says months-long GitHub recon out of dormant 'ghost' accounts is prep for supply-chain attacks

Datadog security researchers say overlapping months-long campaigns have been abusing GitHub's public API and reactivating more than 50 long-dormant accounts to map organizations and their engineers. The setup looks a lot like the reconnaissance phase of a supply-chain intrusion.

Jul 14, 2026 · Maya Okonkwo Supply-chain security

The five-minute SBOM sniff test earns its keep

A quick, deliberate look at the bill of materials for a hardened image catches supply-chain trouble a CVE scanner will never flag. Bolt it into the pipeline, not the compliance report.

Jul 13, 2026 · Tomás Vega Platform engineering

Google puts Cloud Run sandboxes into preview for AI-generated code

Google Cloud has moved Cloud Run sandboxes to public preview, positioning them as a runtime for AI-generated code and untrusted binaries that a pipeline would otherwise be asked to trust with host access and cloud credentials.

Jul 10, 2026 · Maya Okonkwo AI in CI/CD

GitLab shipped a real migration with AI agents and wrote up what actually broke

GitLab's engineering post walks through using its Duo agents to unify two rate-limiting paths across 121 keys and 95 call sites, wrapped in a spec-and-review loop with one honest shadow-mode incident along the way. Here is what a DX-minded reader can lift from it.

Jul 10, 2026 · Priya Nair Supply chain security

npm v12 flips install-time to closed-by-default

npm v12 shipped as latest on July 8, 2026, with lifecycle scripts, git-URL dependencies and remote-URL dependencies all off by default at install time. Alongside it, the 2FA-bypass Granular Access Token starts a two-step retirement that ends direct publishes.

Jul 9, 2026 · Tomás Vega Security & supply chain

setup-java 5.5.0 adds JDK signature verification, if you remember to enable it

GitHub's actions/setup-java 5.5.0 adds opt-in GPG signature verification for downloaded JDKs, plus a Kona distribution parameter and a set of Maven quality fixes. It closes a real supply-chain gap for Java CI jobs, but existing pipelines keep pulling unsigned JDKs until someone flips the switch.

Jul 9, 2026 · Tomás Vega Release engineering

Release gates for LLMs: the argument that your CI is not the finish line

A New Stack piece from Freddy Daniel Alvarez Pinto argues that traditional CI/CD gates are not enough for production AI systems, and proposes a release-gating approach built for LLMs. Here is why the framing matters for pipeline owners, and where the honest rough edges sit.

Jul 6, 2026 · Priya Nair Platform engineering

GitHub sets July 30 as the hard shutdown for GitHub Models

GitHub published a July 1 changelog entry confirming GitHub Models will be fully retired on July 30, 2026. The earlier closure to new customers now has a matching end date, and any pipeline still calling into the service has a fixed migration window of roughly four weeks.

Jul 5, 2026 · Maya Okonkwo Developer experience

The three-hour bug your API tests should have caught

A DevOps.com explainer lays out a three-stage API testing shape that keeps feedback under a quarter of an hour: a smoke pass on every PR, the full suite on merge, and dependency-real integration on staging.

Jul 1, 2026 · Priya Nair Developer experience

When the agent codes in seconds, CI becomes the slow neighbour

A DevOps.com opinion piece argues that the inner loop is where AI coding agents now live, and that pipeline-stage validation, tests, review and standards checks have to follow them in. The verdict from the developer-experience seat: yes, but only if the agent loop inherits the hermeticity CI fought for.

Jun 27, 2026 · Priya Nair Security & supply chain

Homebrew 6.0.0 turns third-party taps into an opt-in trust list

Homebrew 6.0.0 introduces a tap-trust gate that blocks any third-party tap a user has not explicitly approved with brew trust. CI pipelines that install from those taps will need a setup step before the formula resolves.

Jun 23, 2026 · Tomás Vega Release management

AWS pushes its DevOps Agent across the release boundary, in preview

AWS used the AWS New York Summit to preview a release-management capability for its DevOps Agent, extending the agent from incident-diagnostics work into the merge-and-deploy phase of CI/CD pipelines.

Jun 17, 2026 · Maya Okonkwo