We open-sourced the full workshop we gave at @aiDotEngineer Europe with @pauliusztin_ and @towards_AI
. You can clone it and run everything yourself: • Deep Research Agent (grounded search + YouTube analysis)
• LinkedIn writing workflow (generate → review → edit loops)
•
AUTOMATION
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Open-Source Workshop: Deep Research Agent and LinkedIn Automation
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Will Humans Have Jobs in 10 Years? AI Impact Analysis
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New video – did a deepdive: Will humans still have jobs in 10 years?
— Andreas Klinger 🦾 (@andreasklinger) 16 avril 2026
Yes but… which ones?
Obviously a lot of current jobs will get crushed, reshaped, or hollowed out.
But a part most people still miss:
This is not just about AI automating tasks. It is about companies… pic.twitter.com/X7txNkxkEkNew video – did a deepdive: Will humans still have jobs in 10 years? Yes but… which ones? Obviously a lot of current jobs will get crushed, reshaped, or hollowed out. But a part most people still miss: This is not just about AI automating tasks. It is about companies
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Selling AI Outcomes Over Tools: Competitive Margin Advantage
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Selling outcomes instead of tools means every model improvement increases your margin rather than threatening your differentiation. That's the compounding advantage most copilot builders don't have.
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AI Tools Success Triggers Budget Cuts Finance Intervention
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The Uber CTO story from earlier this week is exactly this playing out in real time. Tools work so well the budget evaporates and then finance steps in.
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Paper2agent Runner-up Signals Research-to-Code Automation Boom
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Congrats James! paper2agent getting runner-up is its own signal, the research-to-code automation space is about to blow up.
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Durable Execution Retry Handling Across Long Runs
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How does the durable execution handle retries across hours-long runs, or is that left to the developer?
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Sandboxing Security Critical Challenge for Deployed AI Agents
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Sandboxing was the weakest link for every agent I've shipped, will check it out.
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Team Efficiency: Adequate Coverage with Quality Management Focus
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Every function covered better than any team could is the ambitious version of this. The realistic version is every function covered adequately with one person managing quality and direction.
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Leverage AI-Driven Insights To Power Better Business Operations
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How To Leverage #AI-Driven Insights To Power Better Business Operations
by @Forbes Learn more: https://
bit.ly/427aenG #ArtificialIntelligence #MachineLearning #ML -
AI Transforms Every Job: Task-Level Evolution and Displacement
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🤖 AI is going to change every job. Some roles will be displaced, most will be augmented, and entirely new jobs will be created. The practical way to understand this is to break work down into tasks.
— Bernard Marr (@BernardMarr) 16 avril 2026
In this video, I cover:
✅ Why most jobs evolve through task-level… pic.twitter.com/7iFt8KR1tAAI is going to change every job. Some roles will be displaced, most will be augmented, and entirely new jobs will be created. The practical way to understand this is to break work down into tasks. In this video, I cover: Why most jobs evolve through task-level