[ "Production-Grade Demo Design Specification" ] α‑AGI Insight — Beyond Human Foresight [ Abstract: Objective. Deliver a complete, production-ready CLI & web demo of a multi-agent system that forecasts sectoral disruptions driven by artificial general intelligence.
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Silicon Valley Engineer Salaries and AI Tool Costs in India
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You don't understand
— Nathan Lands (@NathanLands) 4 juillet 2025
Poor Soham was struggling to get by with 5 Silicon Valley engineer salaries in India
Paying for several Claude Code and @FactoryAI accounts is tough
How is he supposed to afford a 2nd G-Wagon to escape his situation now? https://t.co/cuMg8eC04xYou don't understand Poor Soham was struggling to get by with 5 Silicon Valley engineer salaries in India Paying for several Claude Code and @FactoryAI accounts is tough How is he supposed to afford a 2nd G-Wagon to escape his situation now?
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Python Execution and MCP Protocol for AI Development
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For now, Python execution is the answer. Eventually, MCP will work seamlessly.
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Software Evolution: From Code to AI Prompting Era
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The best 30 minutes you’ll spend this week.@karpathy breaks down "Software in the Era of AI" at Y Combinator:
— Charly Wargnier (@DataChaz) 3 juillet 2025
from Software 1.0 (code you write), to 2.0 (code you train), to 3.0 (code you prompt).
Full talk in 🧵↓ pic.twitter.com/DkgmWzuYOIThe best 30 minutes you’ll spend this week. @karpathy breaks down "Software in the Era of AI" at Y Combinator: from Software 1.0 (code you write), to 2.0 (code you train), to 3.0 (code you prompt). Full talk in ↓
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LangSmith: Unified Platform for AI App Debugging and Monitoring
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Learn the basics of LangSmith LangSmith is our unified observability & evals platform where teams can debug, test, and monitor AI app performance — whether building with LangChain or not. Find failures fast with agent observability Evaluate your agent's performance
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n8n Workflows Repository for AI Automation
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here's the repo:
↳ https://
github.com/Zie619/n8n-wor
kflows
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n8n Database: 2000+ AI Workflows Across 365 APIs
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What a gem. Eliad Shahar curated an insane @n8n_io database with
2,000+ AI workflows (and growing fast) across 365 APIs & services! Also comes with blazing-fast docs for instant search. repo in ↓ -
AI-Assisted Application Building Tips for Limited Time
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I’d like to share a tip for getting more practice building with AI — that is, either using AI building blocks to build applications or using AI coding assistance to create powerful applications quickly: If you find yourself with only limited time to build, reduce the scope of
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Building Modern Data Dashboards with Python Tools
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Learn to develop data dashboards using the latest #Python-based development tools – Streamlit, Gradio and Taipy: https://
towardsdatascience.com/building-a-mod
ern-dashboard-with-python-and-taipy/
… #DataScience #BI #DataScientist #DataAnalyst -
Showcase Machine Learning Results with Streamlit and GitHub Actions
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…Showcase your #MachineLearning #DataScience results with tools like Streamlit [see this book: http://
amzn.to/45bY8IZ] and by deploying your model via GitHub Actions: https://
github.com/features/actio
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