by Rounak Bende | Oct 21, 2026 | AI, Developer Productivity
Coding agents promise to revolutionize software development, but how do we know if they’re any good at the kind of work enterprise teams do every day? SWE-bench, a benchmark for evaluating large language models (LLMs) on real-world software issues, established...
by Rounak Bende | Apr 23, 2026 | AI
As the number of tools connected to an AI agent grows, JSON Schema definitions become a massive scaling bottleneck. Every tool carries a full schema that gets loaded into the LLM’s context window on every turn. Our tests show that replacing these schemas with a...
