Elastic
A search and data analytics software company and the developer of Elasticsearch and Kibana. In 2021, Elastic changed the licensing of its core products from Apache 2.0 to the Server Side Public License (SSPL), a move that prompted AWS to create the OpenSearch fork.
Core Facts
A Harness is the collection of tools and runtime environment that an agent relies on, and is the underlying infrastructure that enables AI to perform operations.
Cases such as MongoDB's SSPL, Elastic's ELv2, and HashiCorp's switch from MPL to BSL reflect a trend of open-source companies seeking a balance between community openness and commercial sustainability.
Timeline (last 90 days)
Elastic believes graph databases (GraphRAG) have not been proven necessary in large-scale scenarios of billions of vectors, and currently prefers classification models and filtering mechanisms to solve relational reasoning problems.
Elastic's RRF fusion has a default smoothing constant k of 60.
Elastic by default applies int8 quantization to float32 vectors to reduce memory usage, BBQ further compresses vectors to nearly one bit, and disk BBQ nearly eliminates the memory overhead of vector search.
ESQL is a SQL-like piped query language introduced by Elastic that chains multiple stages with pipe symbols and supports defining named parameters directly in the query, making it easy for agents to reuse safely and fully log the execution process.
In Elastic's Agent Builder, everything configurable in the Kibana interface can also be done programmatically via the API.
MongoDB and Elastic later moved from AGPL to the more restrictive SSPL license, which sparked a broader controversy.
Infrastructure software companies such as GitLab, Elastic, MongoDB, and Redis have all adopted or adjusted open-core or similar strategies.
Snowflake, Microsoft Sentinel, and Elastic-based solutions are all attempting to converge security operations with data platforms.
HashiCorp (Terraform) and Elastic have previously switched from open-source licenses to versions with additional commercial restrictions, triggering community forks.
Typical examples of the Open Core Model include HashiCorp (Terraform open-source, enterprise edition paid), Elastic (open-source search engine, monetized via managed cloud services), and MongoDB.
2 more timeline events
All Facts (14)
A Harness is the collection of tools and runtime environment that an agent relies on, and is the underlying infrastructure that enables AI to perform operations.
80%VerifiedCases such as MongoDB's SSPL, Elastic's ELv2, and HashiCorp's switch from MPL to BSL reflect a trend of open-source companies seeking a balance between community openness and commercial sustainability.
65%UnverifiedElastic believes graph databases (GraphRAG) have not been proven necessary in large-scale scenarios of billions of vectors, and currently prefers classification models and filtering mechanisms to solve relational reasoning problems.
50%UnverifiedElastic's RRF fusion has a default smoothing constant k of 60.
50%UnverifiedIn Elastic's Agent Builder, everything configurable in the Kibana interface can also be done programmatically via the API.
50%UnverifiedESQL is a SQL-like piped query language introduced by Elastic that chains multiple stages with pipe symbols and supports defining named parameters directly in the query, making it easy for agents to reuse safely and fully log the execution process.
50%UnverifiedElastic by default applies int8 quantization to float32 vectors to reduce memory usage, BBQ further compresses vectors to nearly one bit, and disk BBQ nearly eliminates the memory overhead of vector search.
50%UnverifiedMongoDB and Elastic later moved from AGPL to the more restrictive SSPL license, which sparked a broader controversy.
50%UnverifiedInfrastructure software companies such as GitLab, Elastic, MongoDB, and Redis have all adopted or adjusted open-core or similar strategies.
50%UnverifiedSnowflake, Microsoft Sentinel, and Elastic-based solutions are all attempting to converge security operations with data platforms.
50%UnverifiedHashiCorp (Terraform) and Elastic have previously switched from open-source licenses to versions with additional commercial restrictions, triggering community forks.
50%UnverifiedTypical examples of the Open Core Model include HashiCorp (Terraform open-source, enterprise edition paid), Elastic (open-source search engine, monetized via managed cloud services), and MongoDB.
50%UnverifiedIn 2021, Elastic changed Elasticsearch's license from Apache 2.0 to a dual license of SSPL and Elastic License.
50%UnverifiedIn 2021, Elastic changed Elasticsearch from Apache 2.0 to a dual license of SSPL and Elastic License, giving rise to Amazon's OpenSearch fork project.
50%