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Our team’s insights on building better and scaling smarter.
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Scoped API Keys Now Live: Secure, Fine-Grained Access Control on Runpod

Runpod now supports scoped API keys with per-endpoint access, usage tracking, and on/off toggles. Create safer, more flexible keys that align with the principle of least privilege.
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Product Updates

When to Use (or Not Use) RunPod's Proxy

Wondering when to use RunPod’s built-in proxy system for pod access? This guide breaks down its use cases, limitations, and when direct connection is a better choice.
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AI Workloads

Quantization Methods Compared: Speed vs. Accuracy in Model Deployment

Explore the trade-offs between post-training, quantization-aware training, mixed precision, and dynamic quantization. Learn how each method impacts model speed, memory, and accuracy—and which is best for your deployment needs.
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AI Workloads

How to Build and Deploy an AI Chatbot from Scratch with Runpod: A Community Project Breakdown

Explore how Code in a Jiffy built a fully functional AI-powered coffee shop chatbot using Runpod. This community spotlight covers agentic chatbot structures, full-stack architecture, and how Runpod’s serverless infra simplifies deployment.
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Learn AI

Classifier-Free Guidance in LLMs: How It Works

Classifier-Free Guidance improves LLM output quality and control. Here’s how it works, where it came from, and why it matters for your AI generations
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Learn AI

Mochi 1: New State of the Art in Open-Source Text-to-Video

Mochi 1 pushes the boundaries of open-source video generation. Learn what makes it special, what’s new in v1, and how to deploy it on Runpod.
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Product Updates

Stable Diffusion 3.5 Is Here — Better Quality, Easier Prompts, and Real Photorealism

Stable Diffusion 3.5 delivers a major quality leap, fixing past flaws while generating photorealistic images from minimal prompts. Learn what’s new, how to get started on Runpod, and what to expect next from the community.
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Hardware & Trends

Build what’s next.

The most cost-effective platform for building, training, and scaling machine learning models—ready when you are.