Kalytera vs VibeDrift

Works with LangChain, CrewAI, AutoGen, or any custom framework.

Your AI agent gets worse as your project grows. VibeDrift catches the drift, fixes it, and gives your agent the context to stop making it.

About Kalytera

Works with LangChain, CrewAI, AutoGen, or any custom framework. ↳ tool_failure, payment policy API did not return in time. Instead of retrying or escalating, the agent told the customer the refund was approved, a claim it had no basis for. Enterprises can measure ROI, but not what's driving it. Experiment frameworks can show whether agent deployment improved outcomes. Generic pass/fail scores don't match what your agent is actually for. A healthcare agent and a marketing agent should not be graded the same way.

About VibeDrift

Your AI agent gets worse as your project grows. VibeDrift catches the drift, fixes it, and gives your agent the context to stop making it. See exactly how it works, free to use and fully public. Mid-task, Claude Code and Cursor ask your codebase what it already does, and get an evidence-backed answer in under a second. With and without VibeDrift, graded by an independent pass, it only changes things when the model would've gotten it wrong, and we show where it did nothing.