Factory | Agent-Native Software Development
Build faster with AI coding agents. Factory Droids automate coding, testing, and deployment for startups and enterprises.
Factory Research built an evaluation framework using probe-based tests to measure context preservation in compression strategies for long-running AI agent sessions in tasks like debugging and code review.
They tested structured summarization, OpenAI's compact endpoint, and Anthropic's SDK, finding Factory's anchored iterative summarization retains more details on facts, files, planning, and decisions. In a debugging example, Factory scored 4.8/5 for recalling the exact 401 error on /api/auth/login and root cause, outperforming Anthropic (3.9/5) and OpenAI (3.2/5).