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What If a Tiny Always-On Local AI Became Ambient Infrastructure?

 Towards AI

Raising a capable AI agent on a limited local compute budget kaibot — an AI agent running locally on constrained hardware Two years ago I made a deliberate choice to go small on local compute. I swap...

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GitHub Copilot’s Usage-Based Billing Is a Tax on the Developers Who Need It Most

 Level Up Coding

Pay-per-use sounds fair. It isn’t Continue reading on Level Up Coding

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Build A2A agents that orchestrate MCP tools on Amazon Bedrock AgentCore Runtime

 Level Up Coding

Single agents hit their limits when tasks span multiple domains. Continue reading on Level Up Coding

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Applied AI, Fullstack Software Engineer, Critical and Sovereign Institutions, Paris

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Mistral AI / FR
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Aleph Alpha / DE
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DataSnipper / NL
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Orbem / DE
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