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AWS Continuum: AI finds and fixes code vulnerabilities: Amazon Web Services is making AI-powered code vulnerability detection and remediation generally available ...
heise.de/news/AWS-Continuum-KI-findet-und-behebt-Code-Schwachstellen-11497692.html

Agents have made CI the bottleneck. Faster pipelines are the wrong fix.: Agents pushed CI job volume up 25x at Anthropic. Faster pipelines help ...
thenewstack.io/ci-bottleneck-agent-verification/

Agents have made CI the bottleneck. Faster pipelines are the wrong fix.: Agents pushed CI job volume up 25x at Anthropic. Faster pipelines help ...
thenewstack.io/ci-bottleneck-agent-verification/

Test data wait times are slowing AI adoption more than code ever did: AI generates code fast, but test data delays block delivery. Learn how to fix validation ...
thenewstack.io/test-data-ai-bottleneck/

You don’t have a deployment problem. You have a validation problem.: AI agents are flooding pipelines. The bottleneck isn't deployment—it's validation ...
thenewstack.io/solving-the-validation-problem/

85% say code review is the new bottleneck. Here’s what the AI coding narrative leaves out.
thenewstack.io/merge-gate-coding-agents/

The call is coming from inside your pipeline: the anatomy of a Codecov attack: The Codecov breach exposed a structural flaw in CI/CD security: Your pipeline ...
thenewstack.io/codecov-supply-chain-attack/

CI wasn’t built for coding agents. Here’s what comes next.: CI pipelines are too slow for AI coding agents. Learn how "plans" bring fast integration ...
thenewstack.io/ci-for-coding-agents/

Open source maintainers are drowning in AI-generated pull requests. Enterprise teams are next.
thenewstack.io/ai-generated-code-crisis/

Gitleaks creator returns with Betterleaks, an open source secrets scanner for the agentic era
thenewstack.io/betterleaks-open-source-secret-scanner/

Enterprise dev teams are about to hit a wall. And CI pipelines can’t save them.: AI agents speed up coding, but slow CI pipelines create a validation bottleneck ...
thenewstack.io/ai-agent-validation-bottleneck/

GitHub - raxe-ai/cold-validation-architecture: Cold Validation Architecture for Agents
github.com/raxe-ai/cold-validation-architecture

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