Embedded Nature
@EmbeddedNature
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Architecting agentic systems ⚡, Agent Stack | DM “agent” to join the Discord
🤖 My agent starter kit ↓
Joined August 2017
I built an LLM-powered trading agent using the Model Context Protocol (MCP). Most agents simulate interaction. This one actually executes trades.Clean infra. No wrappers. No glue code. 📄 Full build breakdown: https://t.co/0VBQEhSIre 👇 More below
levelup.gitconnected.com
If you’re like me, you probably see the writing on the wall: natural language is becoming the new user interface — and it’s not just for…
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You heard it here first: AMD $AMD is planning to use Intel $INTC foundry to manufacture chips in the USA (not just packaging). During my job listing research, I uncovered a job listing posted by AMD that mentions Intel’s “PowerVia” under preferred experience… This is HUGE!
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Just spent some time building a terminal-based trading dashboard using @textualizeio and I'm impressed with how powerful this library is for creating rich TUIs in Python. Soo many ways to leverage this and apply in other CLI apps I have.
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Supervisor agent is live, coordinating our three trading agents. Testing it out now, then moving to LangGraph for full orchestration. Things are humming 🎯
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Why am I now leaning about @tursodatabase. Such a straightforward service
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What dip did you grab yesterday or today? $BE $TAC $AMZN
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$NVDA $200
Come on now! $NVDA 's recent earnings, shows strong growth, Q4 FY2025 revenue up 78% year-over-year. This supports long-term bullishness 🐂. I'm a buyer here. Short-term volatility suggests waiting to enter, but I'd more upset if I miss this. Averaging down as we go ⚡️
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Apparently Apple thinks I’m 120 years old. Why is the alarm UI so BIG!
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Anyone know how to disable the UI changes in ios26? I’m not ready for these borders
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Is this the first time we don’t have a black iPhone Pro? @dbrand be ready!
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Hi @googlephotos, can you explain why you need access to ALL photos and not selected for your app to work?
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Ready to build? Get my MCP starter kit—free: https://t.co/0Hdee7jmJ1 (9/9)
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If you're building agentic systems, here are the keys: 1. Start simple—prove value before adding complexity. 2. Make every step transparent. 3. Build in human oversight from day one. 4. Test, measure, and iterate relentlessly. (8/9)
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The business impact: ✅ Faster time to market - Simple patterns mean less debugging ✅ Lower maintenance - Transparent systems are easier to update ✅ Better user experience - Reliable agents build trust Agentic systems trade latency and cost for flexibility and performance.
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