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### PostHog Log Instrumentation - Detect the platform and existing logging setup to determine if OTLP exporter configuration is required. - Install OpenTelemetry SDKs and configure the OTLP exporter to send logs to PostHog using environment variables. - Integrate PostHog alongside existing logging handlers and ensure all logs include structured key-value properties for search.

### Instrument PostHog Feature Flags - Detect the project platform and verify PostHog SDK installation, initializing it if necessary using environment variables. - Search for or create feature flags via PostHog MCP tools or the dashboard to define rollout strategies and targeting conditions. - Implement feature flag checks using platform-specific patterns, prioritizing server-side evaluation to prevent UI flickering.