Databricks(@databricks):We found and eliminated an estimated $1.2M a year in wasted AI spend and lost productivity in one hour. Here's how 👇 Using Unity Gateway tracing and Genie One, we identified seven small MCP-server bugs that were quietly driving: • ~$499K/year in wasted tokens • ~12,000 engineering hours/year in agent wait time • 1,409 tool errors in a single 24-hour window Genie One turned the trace data into a ranked list of what to fix, and a coding agent helped close the loop in an hour.

Databricks

@databricks

Databricks is the Data and AI company, helping organizations build and scale data and AI apps, analytics and agents.

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Databricks@databricks

2026.09.25 14:57

We found and eliminated an estimated $1.2M a year in wasted AI spend and lost productivity in one hour. Here's how 👇 Using Unity Gateway tracing and Genie One, we identified seven small MCP-server bugs that were quietly driving: • ~$499K/year in wasted tokens • ~12,000 engineering hours/year in agent wait time • 1,409 tool errors in a single 24-hour window Genie One turned the trace data into a ranked list of what to fix, and a coding agent helped close the loop in an hour.