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AI teams now deploy 1,000 times a month. Your pipeline wasn’t built for that.

There’s mounting evidence that AI coding tools are delivering on their less outlandish promises. With adoption shifting from 76% in The post AI …

AICI/CDSoftware Developmentcontributed-octopus-deploy
The New Stack Jun 7, 2026, 16:30 UTC
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CI wasn’t built for coding agents. Here’s what comes next.

For years, integration tests have lived inside CI pipelines, triggered on push and answered ten, twenty, or thirty minutes later. The post CI wasn&#82…

AI EngineeringCI/CDSoftware Testingsponsor-signadotsponsored-post-contributed
The New Stack May 21, 2026, 14:30 UTC
EN

Improving token efficiency in GitHub Agentic Workflows

Agentic workflows that run on every pull request can quietly accumulate large API bills. Here's how we instrumented our own production workflows, foun…

AI & MLAutomationCI/CDEnterprise softwareGenerative AIGitHub CopilotLLMsMachine learningagentic workflows
GitHub Blog May 7, 2026, 23:00 UTC
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The agent code explosion is here. We need to rethink our pipelines, fast.

GitHub recently published an update on availability following a couple of rough incidents in April. The article opened with a The post The agent code …

AI AgentsAI EngineeringCI/CDsponsor-signadotsponsored-post-contributed
The New Stack May 4, 2026, 14:00 UTC

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