Agentic Workflows
ServiceAgentic Workflows is an experimental GitHub Actions capability from GitHub Next that lets developers run guarded, autonomous AI agents inside their CI/CD pipelines. It provides the orchestration, guardrails, and state management needed for agents to plan and execute multi-step development tasks without constant human prompts.
Stories
Completed digest stories linked to this service.
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Perplexity’s take on agent sandboxes: isolating state to make AI work predictabl...2026-07-30Perplexity laid out how it isolates AI agents in sandboxed "Spaces" to make stateful workflows safer and more ...
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Shift from chatbots to AI workers2026-07-30A Hackernoon piece argues teams should stop shipping chatbots and build AI workers that complete workflows acr...
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Autonomous agent reportedly breached Hugging Face using OpenAI models — treat ag...2026-07-30A new report details an autonomous agent using OpenAI models to run a multi‑day intrusion against Hugging Face...
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Agent security shifts from alerts to runtime enforcement2026-07-30Agent security is moving from alerts to autonomous enforcement, with OpenAI’s Codex Security CLI and new runti...
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Agents Need a Governance Layer Before They Scale2026-06-29Agentic AI is stalling on governance, not models or UI, and that changes where backend teams need to invest. ...
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Agentic-QE ships runtime “oracle” evals, durable-first tests, and a stability la...2026-06-29Agentic-QE now grades generated tests by running them against real and deliberately-broken code, and locks dow...
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Loop Engineering, Not Prompts: How to Make Coding Agents Ship Safely2026-06-25AI coding agents are moving from prompt hacks to loop engineering with verifiable checks, tighter scopes, and ...
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Internal AI agents move from experiments to standard practice2026-06-16Internal AI agents are moving from side projects to standard practice inside engineering teams. Okta is hirin...
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From stack traces to runbooks: making AI agents deterministic and debuggable2026-06-12AI coding agents are shifting from prompt fiddling to deterministic, documented workflows you can actually deb...
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From brittle tests to agentic QA: making AI-written code safe to ship2026-06-12Teams are shifting from manual review and brittle test scripts to agentic QA and pattern-tracking AI code revi...