The system feeds live and historical telemetry into the same copilot connected to ABB's documentation library for analysis.
AUTOMATION
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Long-Horizon Agents: Attention Scaling and Sleep Mechanisms
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// Language Models Need Sleep // Let your agents "sleep", folks. On a serious note, this is a fascinating paper on getting the most from long-horizon agents. Here is the problem with agents today: Attention scales badly with context length, so long-horizon agents keep paying a
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Coding Agents as Tool-Using Systems with API Support
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Coding agents are no longer chatbots, they’re tool-using systems that read files, run tests, patch code, and iterate until it works. That’s why we’re adding /v1/responses support across SambaCloud, SambaStack, and SambaManaged for faster agent workflows.
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Helio: AI Agents for Collaborative Task Automation
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Helio offers AI colleagues who sit in the same communication channels to divide the work among themselves, challenge each other's ideas, and push tasks forward without prompting. It handles side projects, daily reports, contract reviews, repetitive ops tasks, and everything you
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Capafy: monetize AI workflows as products
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Your best prompt/workflow shouldn’t die in a folder.
— God of Prompt (@godofprompt) 26 mai 2026
Capafy turns Skills into products people can use while you get paid per run.
Closed-source.
Online.
Monetized.
This is where AI workflows stop being “cool demos” and start becoming assets. https://t.co/GsPxS3dXDrYour best prompt/workflow shouldn’t die in a folder. Capafy turns Skills into products people can use while you get paid per run. Closed-source.
Online.
Monetized. This is where AI workflows stop being “cool demos” and start becoming assets. -
SkillOpt: Reusable External Skills for AI Agents
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The key idea: SkillOpt does not make the deployed agent larger. It trains a reusable external skill artifact offline, then ships only the improved procedure. That is a very different adaptation layer than fine-tuning, prompting, or adding more inference-time calls.
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AI Agents for Small Business Automation with n8n
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AI agents for small business • Automate leads
• Automate email
• Automate support
• Connect workflows
• Reduce manual work AI + n8n = scalable automation without complex coding. Via Giuliano Liguori (
@ingliguori
) #AI #Automation #n8n -
Training Agents with Failures as Optimization Signal
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The trick in our case is treating failures as training signal, which only works with a reliable verifier and a held-out gate. Open-ended agent work without success metrics is the hardest case to optimize this way.
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AI turns past prompts into reusable skills and subagents
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It will look through your past sessions and turn repeated prompts into reusable skills + subagents
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Turn Claude into Specialist Marketing & Business Agents
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If you find this useful, also check this out. Turn Claude into 20+ different specialists for marketing & business. Install real expertise, not just prompts. Get my Claude skills bundle