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Softprobe AI provides a context-based logging platform that transforms fragmented logs into AI-ready session graphs, enabling semantic queries and automated analysis without code changes. The solution reduces observability costs by over 60% while capturing 100% of runtime context, eliminating the need for sampling and global indexing.
AI named Softprobe in November 2025.