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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Meta pauses 'AI-native' push after agent misfires — what this means for engineer...2026-08-27Meta paused a plan to make the company 'AI native' after internal agents triggered disruptive actions, undersc...
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Verification-led AI coding: a credible 1M-LOC milestone2026-08-27Paul Dix argues that AI, steered by a strong verification oracle, produced and hardened a million-line product...
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Agents need ops: stop running them like scripts2026-08-22Agent builders are shifting from laptop demos to production-grade services with serverless endpoints, hardened...
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Multi-turn attacks are beating AI agents — start testing like an adversary2026-08-20Multi-turn social engineering is quietly defeating AI agents, and a new test method shows why our single-promp...
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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...