🚀 The Future of Coding Is Going Local 🚀
Microsoft’s Azure AI Foundry blog just shared “AI-Assisted Development powered by Local Models”. If you’re a dev, tech lead, or AI enthusiast, this one’s worth a read:
🔗 https://lnkd.in/e8WpcxaD
Here are the highlights that got me excited:
🧩 Why "local models" matter
🔹Developers often wrestle with data privacy, cloud lock-in, and lack of control when using remote AI models. This new shift lets you run powerful AI models right on your machine, so your IP stays yours, no questions asked.
🔹The ambition: combine the best of both worlds — the smartness of AI + the control of local execution.
🔹Foundry’s integration into VS Code means the transition is smooth: you can pick and swap models right from your familiar dev environment.
🔧 What Foundry Local + VS Code & GitHub Copilot unlocks:
🔹Seamless setup -> install VS Code, add the AI Toolkit extension, pick “Foundry Local via AI Toolkit” in the model picker, and off you go.
🔹Model flexibility -> use Qwen models, Microsoft’s Phi models, OpenAI GPTs, or bring your own.
🔹Privacy-first dev -> all data stays on your device; nothing is sent to remote servers unless you choose it.
🔹Cost efficiency & autonomy -> skip some cloud costs and get better control over your dev stack.
💡 Why I’m bullish:
🔹In regulated industries (finance, healthcare, defense), local AI might be the only safe path forward.
🔹Developers love simplicity. Having AI assistance within VS Code with no extra orchestration feels like magic.
🔹As edge devices and desktops become stronger, there’s less reason to offload everything to the cloud.
🔍 A couple of open questions
🔹How heavy are the hardware requirements for running more complex models locally?
🔹Will updates, versioning, and model management become a new source of friction?
🔹How will adoption evolve across team vs. individual dev setups?
If you’re curious about integrating local models or want to geek out on AI tooling, share your use cases, challenges, or pilot ideas. Let’s bring AI closer to the keyboard 🔐🖥️
It’s streamlined how I do outreach and engagement operations as a small community serving organization. I’m able to leverage AI to handle the burdensome administrative functions. This free me up creatively to focus on operational planning and relationship cultivation. My buddy Random Bares advised me not to worry about AI taking my job, but to worry about the new hire who does know how to use AI. That’s who will take your job and make it more efficient to you don’t.