How we scale our codebase

SageOx, founded in January by tensorport443, rsnodgrass, and milkanabrace, is developing AI-powered “cloud agents” to help its nine-person team manage software quality across a web application, hardware product, CLI, desktop app, and upcoming mobile app. The company identifies recurring AI-assisted development challenges including production bugs, extensive code duplication, incomplete or excessive test coverage, and documentation that drifts from the code. Its context-aware agent system, called the beehive, gives agents access to team decisions, designs, and meetings in near real time: Bugsy Loggins reviews production logs and files validated bugs, Verity TestAuditor identifies testing gaps, Paul Bunyan implements issues and responds to automated code reviews, Whittle Lessmore reduces duplicated code, RIP evaluates agent-created pull requests for automated merging or human review, and Beekeeper monitors the agents’ operation. SageOx plans additional agents for release management, hardware testing, documentation updates, architecture recommendations, and employee onboarding, and has open-sourced an Agent Toolkit while offering a platform intended to enrich agents with organizational context.

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