Project Graph

open-telemetry/opentelemetry-python

A relationship view of alternatives, deployments, compatible protocols, dependencies, use cases, and categories.

Graph Summary

open-telemetry/opentelemetry-python graph connects 3 alternatives, 8 related projects, 0 inferred dependencies, 3 deployment targets, and 3 use cases.

Nodes45
Edges395
Projects32
Dependencies18

Project Context

opentelemetry-python

Maintaineropen-telemetry
LicenseApache-2.0
LanguagePython
Recent activityActive in the last week

Deployment Targets

library_onlylocalcloud

Dependencies

LLM provider

Knowledge Graph

45 nodes / 395 edges

open-telemetry/op… focus ai observabil… category library_only deployment local deployment cloud deployment trace LLM app… use case monitor agent… use case debug product… use case logfire project langfuse-pyth… project openllmetry project opentelemetry… project monoscope project openinference project vercel deployment

Migration Paths

What to verify before switching

JSON

These paths are evidence-backed heuristics, not drop-in compatibility claims.

open-telemetry/opentelemetry-python -> pydantic/logfireCompatibility: high / estimated cost: medium.Shared: category:ai_observability, deployment:library_only, deployment:local, deployment:cloud, use_case:trace LLM applications, use_case:monitor agent behavior, use_case:debug production AI systems, language:Python.Gaps: License changes from Apache-2.0 to MIT.Validate: Review license obligations before migrating production code. Compare API, configuration, license, and dependency requirements. Run the target project's minimal example or test suite. Verify deployment, persistence, and tool-execution behavior in the requested runtime.
open-telemetry/opentelemetry-python -> langfuse/langfuse-pythonCompatibility: high / estimated cost: medium.Shared: category:ai_observability, deployment:library_only, deployment:local, deployment:cloud, use_case:trace LLM applications, use_case:monitor agent behavior, use_case:debug production AI systems, language:Python.Gaps: License changes from Apache-2.0 to MIT.Validate: Review license obligations before migrating production code. Compare API, configuration, license, and dependency requirements. Run the target project's minimal example or test suite. Verify deployment, persistence, and tool-execution behavior in the requested runtime.
open-telemetry/opentelemetry-python -> traceloop/openllmetryCompatibility: high / estimated cost: low.Shared: category:ai_observability, deployment:library_only, deployment:local, deployment:cloud, use_case:trace LLM applications, use_case:monitor agent behavior, use_case:debug production AI systems, language:Python.Gaps: No indexed gap; still run the validation steps.Validate: Compare API, configuration, license, and dependency requirements. Run the target project's minimal example or test suite. Verify deployment, persistence, and tool-execution behavior in the requested runtime.

Use Cases

trace LLM applicationsmonitor agent behaviordebug production AI systems

Categories

ai observability

Alternatives

pydantic/logfirelangfuse/langfuse-pythontraceloop/openllmetryopen-telemetry/opentelemetry-jsjaegertracing/jaegermonoscope-tech/monoscope

Related Projects

open-telemetry/opentelemetry-jsmonoscope-tech/monoscopepydantic/logfireevilmartians/agent-prismolemeyer/rocketplaneIOjaegertracing/jaeger