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A case study of self-hosted, locally running coding LLM chatbots

Explore flexible AI-coding workflows without vendor lock-in. This hands-on deep-dive weighs options such as bargain GPU clouds – Runpod, TensorDock, Kaggle T4s, and Paperspace – and then illustrates our experiment in self-hosting a Qwen 2.5 Coder on a single RTX 4080. We lay out where dollars, VRAM, and latency stack up, touch on how quantization…

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The power developer framework from Project Reboot.

OpenRouter experiment Phase 1: Power Users – How Our Top AI Developers Really Work

What happens when engineers get total freedom to pick and choose their own tools from a credits-based, model-agnostic AI stack? In Project Reboot’s latest experiment, we allocated OpenRouter credits – matching the value of a monthly Copilot seat – to a randomly selected group of participants, with Copilot left in place as a safety net.…

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