The examples/langfuse wrapper (everos_langfuse.py) was the interim client-side
instrumentation before EverOS gained native OpenTelemetry export. Now that
[observability] emits real OTLP spans, the wrapper is redundant and its faked
child spans could mislead. Replace it with a minimal, dependency-light example:
enable [observability] in everos.toml, run the server, and drive one
add/flush/search cycle (demo.py, stdlib only) to see native traces in Langfuse.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>