…This work originated with earlier efforts on our frontend design skill and long-running coding agent harness , where my colleagues and I were able to improve Claude’s performance well above baseline…
…Eventually, GPT solved the integral and Claude incorporated it. They needed each other, and I needed both of them. Oversimplifying the code When I gave Claude Code the implementation guide for NNLL…
…automation-friendly workflows like code generation and data processing. Office & Administrative tasks are also more prevalent in the API (15% vs. 8%), reflecting routine business operations suited to delegation. Claude.ai, by…
…They require reading papers, querying databases, running experiments, coding and analysis. Now that models can do many of these things, benchmarks have evolved to reflect these workflows. BLADE tasks a model with…
…For example, Claude Code is a flexible agent harness, and we used its core primitives through the Agent SDK to build our long-running agent harness . An evaluation suite is a collection…