Your observability stack was built for eyeballs, not agents. We wired ours into an LLM the obvious way, with one MCP tool per datasource, and watched context rot make our agents forget their own questions. This talk covers how we rebuilt around Panda, a CLI and MCP server backed by a sandboxed code runtime, and why our agents got smarter, cheaper, and safer.