Smart Terminal Assistant A natural language interface that converts English to terminal commands across operating systems. Built with LangGraph's multi-agent system using A2A and MCP protocols for cross-platform execution. Check out the implementation
AUTOMATION
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Notion AI Q&A: A Hidden Productivity Gem
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Notion AI Q&A is a productivity hack I didn’t know I needed. Feels like ChatGPT trained just on my notes.
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Digital Agents and Intelligent Systems Already Surround Us Daily
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Hmm disagree. Mac OS is a highly intelligent agent with lots of background tasks. Gmail is. X is. Businesses run many on your behalf, eg anytime you swipe a credit card. There’s lots of highly sophisticated, highly intelligent digital entities we use/dispatch all the time.
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Codex Agent Instructions in Repository Configuration
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It’s where you place instructions for the codex agent directly in your repo
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Automated Document Matching with LangChain and Box Integration
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Automated Document Matching with LangChain New integration tutorial with Box! Build intelligent agents for automated invoice-purchase order matching in procurement workflows using LangChain's AI Agents Toolkit and MCP server. Watch the implementation demo
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Codex AI Agent Completes Legacy Migration in Minutes
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Awesome use case for Codex: a complete legacy migration in one shot. What used to take weeks can now take minutes, handled entirely by an AI agent.
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AI Automation Forces Better Code Awareness in Development
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The overall experiment feels less “automated” as I can’t seem to stuff a whole bunch of feature requests into one task (it just completes one or two well when I do this). It’s forcing me to be more aware of what I’m building which is more work, but as a result, the code and
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Codex Automates Testing and Debugging With Agents.MD
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Okay http://
agents.md is very cool. I didn’t even have to set it up myself, just asked Codex to set up tests based on our code and add an http://
Agents.MD file. As a result, it runs all tests after tackling tasks and then uses this to debug before task is -
AI Manages Company in Scientific Paper Analysis
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Aujourd’hui, j’analyse l’un des papiers scientifiques les plus intéressants que j’aie eu à étudier : Vending-Bench, une IA qui dirige une entreprise. Fait-elle mieux que des humains ? C’est ce qu’on va voir. La vidéo :
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AI Replaces Research Teams
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AI just killed the research department. You can now use ChatGPT, Gemini, Claude, DeepSeek, or any other LLM to replace a full research team. Here’s the exact mega prompt I use to make any LLM a world-class researcher for free: