271 summarised stories about Agentic Workflows, each linking back to the original source. Browse all topics →
Product Hunt 1 week ago 44
OpenPilot launched as a free, MIT-licensed desktop AI agent that connects to OpenAI-compatible models to read and edit files and run commands after user approval. The release is scheduled for Windows, with a macOS early beta. As a result, users can manage a local folder through an approved AI-assisted workflow on Windows.
The New Stack 1 week ago 40 ● 2 sources
env zero says autonomous AI agents stall because they lack cross-domain cloud infrastructure context, leading to shadow infrastructure and failed operations. It claims an example failure mode where an agent completes 90 API queries, fails on the 91st, and restarts the sequence, compounding the “API tax.” The company’s fix is a shared context layer plus an “EZ Control” autonomous control loop that correlates declared intent with discovered state, remediates under policy, and verifies resolution, targeting general availability by the end of December 2026.
Upstash 1 week ago 40
The author connected Grok Bot to an Upstash Box via the Upstash MCP server so the assistant could drive a real remote machine, build and run code, and return usable outputs like live URLs and pull requests.
TheSequence 1 week ago 18 ● 13 sources
An AI support agent handles a customer complaint by first identifying the issue, selecting a workflow, checking missing information, and deciding whether to escalate. The system targets quick judgments that include an estimate of uncertainty, while doing more careful reasoning only when needed. As decision models like Jev spread across companies, software can make semantic routing and escalation checks cheaper to run at many points in the app.
The Verge 1 week ago 35
Alexa Plus controls the author’s smart home well enough to trigger emotional photo montages, but it also repeatedly frustrates them when it seems not to recognize who they are. After a year living with it, the experience swings between “seriously impressive” moments and ads that abruptly interrupt that flow, including a full-screen ad for a brown leather recliner. As a result, they conclude Alexa Plus is improved for home automation but still not ready to manage their life in a reliably personal way.
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21 October 2026
The biggest AI throughline today wasn’t model quality, it was control. As enterprises push more “autonomous” agents into real workflows, Red Hat and Nvidia expanded their partnership to move security enforcement closer to the infrastructure—adding runtime and infrastructure security controls for AI agents running on Nvidia’s Vera Rubin compute via Red Hat AI Factory with Nvidia. The update brings BlueField-3 support in Red Hat OpenShift 4.22, plus Sentry monitoring that Red Hat says can quarantine a compromised agent in milliseconds. The pitch is familiar—govern access to tools and data—but the specifics matter: model access governance, joint support for Nemotron 3.5 Super VL in vLLM, and enforcement that’s meant to live outside the agent (and, where possible, outside the host OS).
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