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Rethinking LLM Inference: Why Developer AI Needs a Different Approach

‍TL;DR: We believe that full codebase context is critical for developer AI. But processing all this context usually comes at the cost of latency. At Augment, we’re tackling this challenge head-on, pushing the boundaries of what’s possible for LLM inference. This post breaks down the challenges of inference for coding, explaining Augment’s approach to optimizing LLM inference, and how building our inference stack delivers superior quality and speed to our customers.Why context mattersFor coding, ...

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