SWE-bench for Builders: Reading Coding Scores for Model Routing
SWE-bench tells you more than a leaderboard rank. How builders should read coding scores for model routing decisions.
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How to Run Unlimited-OCR on Multi-Page PDFs
Run Unlimited-OCR on images and multi-page PDFs with Transformers, SGLang serving, validation and production failure controls.
10 min read
Benchmark Inkling for Production Agents
Benchmark Inkling with your own agent tasks, multimodal inputs, long-context cases, latency, memory, cost, and fine-tuning gains.
10 min read