TLDR Tech / Dev
Research-Driven Agents: What Happens When Your Agent Reads Before It Codes
Coding agents often miss critical external knowledge when relying solely on code context. A possible solution involves an autoresearch agent with a "research phase" to study external literature and competing projects before generating code. This literature-guided approach successfully identified five kernel fusions for llama.cpp, resulting in a 15% increase in CPU inference speed on x86 and 5% on ARM for TinyLlama 1.1B text generation.
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