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Microsoft's FastContext is a trending paper introducing a small 4B model for efficient code retrieval paired with coding agents, rivaling closed-source systems on SWE-Bench Multilingual.
Microsoft released FastContext-1.0, a lightweight repository-exploration subagent for LLM coding agents that reduces main-agent token consumption by up to 60% while improving resolution rates by up to 5.5%.