I’m going to build a bunch of deepagents examples (using deepagent deploy) over the next few days What examples would people want to see?
AUTOMATION
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Battery Storage Becomes Most Data-Intensive Grid Asset
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Battery storage became the most data-intensive grid asset just as commercial agreements shift mid-contract. Operators need business cases that justify upfront costs, run costs, and hidden organizational costs. Partner content with @IOTechSystems
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McDonald’s Embraces Full Automation with Advanced AI Technology
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Inside the Fully Automated Future of McDonald's
— Ronald van Loon (@Ronald_vanLoon) 28 avril 2026
by @MAVERIC68078049#Innovation #EmergingTech #AI #ArtificialIntelligence pic.twitter.com/cuZoS6ps7sInside the Fully Automated Future of McDonald's
by @MAVERIC68078049 #Innovation #EmergingTech #AI #ArtificialIntelligence -

The Rise of AI Native Companies and Automated Workflows
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The rise of AI Native Companies.
@IrenaCronin and I write this newsletter every week.
AI native companies are businesses designed around AI from the beginning rather than adding AI to old workflows. They use smaller teams, automated processes, and AI agents to move faster, -
Parallel AI Processing Improves Efficiency Over Raw Speed
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it's actualyl quite high also if you're working in parallel the speed is less of a thing e.g. ask it to do something and move one whil eit works
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Base44 launches agent platform with migration and UI tools
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OpenAI and Anthropic are racing to build the smartest agents.
— Chubby♨️ (@kimmonismus) 28 avril 2026
Base44 is building the platform those agents actually need to run on. While the labs ship models, Base44 just shipped: One-click migration from 6 major platforms Schema reconstruction Custom UI generation Agent… https://t.co/76DZL5x3XdOpenAI and Anthropic are racing to build the smartest agents. Base44 is building the platform those agents actually need to run on. While the labs ship models, Base44 just shipped: One-click migration from 6 major platforms Schema reconstruction Custom UI generation Agent
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AI operators shift from writing prompts to building thinking systems
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For operators using AI daily, this changes the workflow: Before: write a great prompt, get a great output, lose the context. After: build a thinking system once, every prompt inherits it. The professionals who shifted first compound. Everyone else starts from zero every
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AI Creates New Work: Personal Storytelling with Family Pictures
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When new technology gets introduced people always focus on which work by humans get removed.
— Andreas Klinger 🦾 (@andreasklinger) 28 avril 2026
Not which new work gets enabled.
Beautiful use of AI – a personal love story using family pictures. https://t.co/jrLrPX6aBrWhen new technology gets introduced people always focus on which work by humans get removed. Not which new work gets enabled. Beautiful use of AI – a personal love story using family pictures.
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Building Block Approach Scales Agent Systems in Production
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Why the building block approach actually scales in the real world: → You can compose agents instead of rebuilding them
→ You control behavior by design, not by prompt hacking
→ You can change one block without breaking the whole system This is how you go from experiments to -
AI Should Be a System of Small Well-Defined Agent Functions
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The biggest “aha” from this conversation with Arno at Elastic: AI should not be one giant brain. → It should be a system of small, well-defined functions
→ Each function has a clear role
→ Each agent only gets the power it needs, nothing more This is how you avoid chaos as