I built the agent over two months. And Levangie Labs is better than any other
AUTOMATION
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Claude Cowork’s Federated MCP Performance Benchmark
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Claude Cowork just got 10x more powerful!
— Sumanth (@Sumanth_077) 15 mai 2026
Glean benchmarked centralized vs federated MCP in Claude Cowork. Same harness, same model, same queries, different context layer.
The federated approach: Each data source (Gmail, Slack, Drive, Salesforce) has its own MCP server. Claude… pic.twitter.com/0lSWyHsKriClaude Cowork just got 10x more powerful! Glean benchmarked centralized vs federated MCP in Claude Cowork. Same harness, same model, same queries, different context layer. The federated approach: Each data source (Gmail, Slack, Drive, Salesforce) has its own MCP server. Claude
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AGI ALPHA: public implementation layer for AI self-improvement
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AI self-improvement is now a multi‑billion‑dollar category. AGI ALPHA is building the public implementation layer: proof‑bound agents, SecureRails, Open RSI Eval, Evidence Dockets & replayable enterprise machine labor. https://
github.com/MontrealAI/agi
alpha-first-real-loop
… #AGIALPHA -
Machine Learning Drives Predictive Maintenance ROI in Manufacturing
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Georgia-Pacific saved up to $1 million per machine using @AWS machine learning for predictive maintenance on their paper mills. That is the kind of ROI that makes the AI conversation in manufacturing very concrete. #HannoverMesse #ManufacturingAI #AWS #aws_ai pic.twitter.com/JJG9KYAboO
— Lucian Fogoros (@fogoros) 15 mai 2026Georgia-Pacific saved up to $1 million per machine using @AWS machine learning for predictive maintenance on their paper mills. That is the kind of ROI that makes the AI conversation in manufacturing very concrete. #HannoverMesse #ManufacturingAI #AWS #aws_ai
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Moving AI Agents Beyond the Prototype Stage
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AI agents fail when they stop at the prototype stage • Multimodal input
• Structured output
• APIs & interfaces
• Tools + memory + RAG Real value comes from usability, not capability alone. Via Giuliano Liguori (
@ingliguori
) #AI #AIAgents #Tech -
Anthropic Targets 44% of US GDP with AI
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Anthropic has just set its sights on the 44% of U.S. GDP that enterprise AI has largely overlooked. Claude for Small Business launched this week, featuring 15 prebuilt agentic workflows and 15 skills integrated directly with QuickBooks, PayPal, HubSpot, Canva, DocuSign, and Google Workspace.
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Optimizing Claude Code performance with custom skill file workflows
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Every time you use Claude Code, you notice the same mistakes coming back. Even with a skill file in place.
And you got tired of fixing them every time. Here's one thing you can do. I added one step to every skill file I have.
After each exchange with Claude, the skill analyzes -
OpenAI working on ‘Locked use’ feature for Codex on Mac
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OpenAI is working on a dedicated setting for Codex to allow users to enable "Locked use." > Let Codex use your Mac while it's locked No more need to carry a half-open laptop around?
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AI Agents for Autonomous Video Production Workflows
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For video, this gets nasty.
— God of Prompt (@godofprompt) 15 mai 2026
Give it reference images, music, and a rough idea.
The Agent can plan scenes, generate assets, keep references organized, and use models like Seedance 2.0 for video output.
You stop babysitting every step.
You direct. It executes. pic.twitter.com/qiHeP2Z4T5For video, this gets nasty. Give it reference images, music, and a rough idea. The Agent can plan scenes, generate assets, keep references organized, and use models like Seedance 2.0 for video output. You stop babysitting every step. You direct. It executes.
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Automating Podcast Production with MiniMax Hub AI
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Drop in a PDF.
— God of Prompt (@godofprompt) 15 mai 2026
Ask MiniMax Hub to turn it into a podcast.
It can pull the key points, structure the episode, write the script, generate the audio, and keep the workflow organized in one workspace.
That’s not “AI chat.”
That’s a production assistant that doesn’t sleep. pic.twitter.com/waOUUV2v1pDrop in a PDF. Ask MiniMax Hub to turn it into a podcast. It can pull the key points, structure the episode, write the script, generate the audio, and keep the workflow organized in one workspace. That’s not “AI chat.” That’s a production assistant that doesn’t sleep.