AI research lab Martian has launched Code Review Bench, an open, MIT-licensed benchmark that scores AI code review tools on precision, recall, and F1 across 16,017 real open source pull requests where…
Model routing, a technique that sends each prompt to the cheapest capable LLM, is cutting startup AI bills by 20 to 98 percent, with OpenAI's GPT-5 (August 2025) incorporating a real-time router that …
Context Goblin, a code review tool, claims that while all major competitors now read entire repositories, it uniquely reasons across repository boundaries and integrates ticket tracker context. The po…
LLM routers have evolved from a niche infrastructure trick into a mainstream product category, with gateways like OpenRouter, LiteLLM, and Portkey offering API unification and failover, while smart ro…
AI agents differ from chatbots by placing an LLM inside a loop where the model decides when to stop, enabling autonomous task completion. The progression from single LLM calls to function calling, cha…
Developer Lore released Wayfinder, an open-source LLM router that determines whether to send a prompt to a local or cloud model by analyzing structural features like length, headings, and code, withou…