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Submission declined on 16 March 2026 by GoldRomean (talk).
provide significant coverage: discuss the subject in detail, excluding routine coverage like product launches, staff appointments, or financial reports and listings in databases or listicles;
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provide significant coverage: discuss the subject in detail, excluding routine coverage like product launches, staff appointments, or financial reports and listings in databases or listicles;
are reliable: from reputable outlets with editorial oversight;
are independent: not connected to the subject, such as press releases, the subject's own website, or sponsored content.
Please add references that meet all three of these criteria. If none exist, the subject is not yet suitable for Wikipedia.
Comment: Of the two new sources added, I don't think the MDPI one demonstrates WP:SIGCOV; otherwise, I unfortunately think this draft still doesn't have the "multiple significant coverage in reliable, independent secondary sources" needed to meet WP:NCORP. GoldRomean (talk) 23:38, 16 March 2026 (UTC)
Comment: Needs more sources not affiliated with the subject. Lynch44 22:40, 28 January 2026 (UTC)
Open-source standard and framework for portable telemetry in cloud-native software
OpenTelemetry (also referred to as OTel) is an open-sourceobservability framework consisting of a collection of APIs, SDKs, protocols, and tools used to instrument, generate, collect, and export infrastructure and application telemetry data (e.g., metrics, logs, and traces) for subsequent analysis.[2][3] It is a project of the Cloud Native Computing Foundation (CNCF).
OpenTelemetry provides a vendor-neutral standard for how telemetry data is collected and transmitted to various back-end systems, such as Prometheus, Jaeger, and many commercial observability platforms.[4][5][6][7]
History
OpenTelemetry was formed through the merger of two earlier open-source projects: OpenTracing (a CNCF project providing a vendor-neutral API for tracing) and OpenCensus (a project started at Google based on internal census systems).
[8][9][10]
The merger was formally announced
[11]
in April 2019 with the goal of providing a single, unified set of libraries and specifications for observability. It achieved "Incubating" status within the CNCF in 2021[12] and has since become one of the most active projects in the CNCF ecosystem, second only to Kubernetes. Version v1.0.0 of the OpenTelemetry specification was announced on January 2021, mandating that implementers provide a stable tracing API and SDK.[3][13]
Architecture
The OpenTelemetry project is divided into several primary components:
Specification: Defines the data models for telemetry signals (traces, logs, metrics, etc.), APIs and protocol definition for emitting and transmitting telemetry data.
Collector: A vendor-agnostic proxy that can receive, process, and export telemetry data[14]. It allows developers to offload data quickly and handle retries, batching, and encryption.[15]
Language SDKs: Implementations of the OpenTelemetry API in various programming languages (including Go, Java, Python, and Rust) used to instrument applications.
OpenTelemetry Protocol (OTLP): A general-purpose protocol designed for interoperable transmission and encoding of telemetry data.[16]
Significance
Prior to OpenTelemetry, developers often had to re-instrument their codebases when switching between observability back-ends due to proprietary agent requirements. OpenTelemetry's standardization is designed to enable "write once, instrument anywhere" portability.[17] It has also enabled a wave of special-purpose analytical tools and products in the observability and security space which rely on OpenTelemetry to gather input data.
^Janes, Andrea; Li, Xiaozhou; Lenarduzzi, Valentina (2023-10-01). "Open tracing tools: Overview and critical comparison". Journal of Systems and Software. 204 111793. doi:10.1016/j.jss.2023.111793. ISSN0164-1212 – via Elsevier Science Direct. OpenTelemetry is a "vendor-neutral open-source Observability framework for instrumenting, generating, collecting, and exporting telemetry data such as traces, metrics, logs". We found that it is supported by all tools except StageMonitor.
^"Collector". OpenTelemetry. Archived from the original on 2026-05-18. Retrieved 2026-05-22.
^Hall, Susan (2023-06-05). "How Adobe Uses OpenTelemetry Collector". The New Stack. Archived from the original on 2024-10-09. Retrieved 2026-05-22. With the introduction of OpenTelemetry Collector, as well as the OTLP [OpenTelemetry protocol] format, This made it super easy for us; we are able to send their data to multiple vendors, multiple toolings with just few changes on our side.
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- provide significant coverage: discuss the subject in detail, excluding routine coverage like product launches, staff appointments, or financial reports and listings in databases or listicles;
- are reliable: from reputable outlets with editorial oversight;
- are independent: not connected to the subject, such as press releases, the subject's own website, or sponsored content.
Please add references that meet all three of these criteria. If none exist, the subject is not yet suitable for Wikipedia.