Case Study: Blackbox achieves faster, high-performance coding agents with SambaNova Cloud

Blackbox supercharges coding agents with SambaCloud

Blackbox, an AI coding platform known for its autonomous agent CyberCoder, needed a way to keep performance high as its user base grew past 10 million monthly active users, including Fortune 500 customers. To support faster, smarter coding experiences at scale, Blackbox turned to SambaNova Systems and its SambaCloud inference platform.

Using SambaNova Systems’ SambaCloud with open-source models such as Llama, DeepSeek, and Qwen, Blackbox achieved low-latency, high-performance inference for tasks ranging from simple code edits to complex application building. The result was 3–4x faster model completions and support for 100s of requests per second, helping Blackbox scale its agentic workflows efficiently.

Blackbox

Robert Rizk

Co-founder and CEO