data.yml

landscape:
  - category:
    name: Category 1
    subcategories:
      - subcategory:
        name: Subcategory 1-1
        items:
          - item:
            crunchbase: https://www.crunchbase.com/organization/cloud-native-computing-foundation
            description: This is the description of item 1
            homepage_url: https://cncf.io
            logo: cncf.svg
            name: Item 1
            project: graduated
            repo_url: https://github.com/cncf/landscape2
            twitter: https://twitter.com/CloudNativeFdn
          - item:
            crunchbase: https://www.crunchbase.com/organization/cloud-native-computing-foundation
            description: This is the description of item 2
            homepage_url: https://cncf.io
            logo: cncf.svg
            name: Item 2
            project: sandbox
            repo_url: https://github.com/cncf/landscape2
            twitter: https://twitter.com/CloudNativeFdn
          - item:
            description: This is the description of item 3
            homepage_url: https://cncf.io
            logo: cncf.svg
            name: Item 3
      - subcategory:
        name: Subcategory 1-2
        items:
          - item:
            crunchbase: https://www.crunchbase.com/organization/cloud-native-computing-foundation
            description: This is the description of item 4
            homepage_url: https://cncf.io
            logo: cncf.svg
            name: Item 4
            repo_url: https://github.com/cncf/landscape2
            twitter: https://twitter.com/CloudNativeFdn
          - item:
            crunchbase: https://www.crunchbase.com/organization/cloud-native-computing-foundation
            description: This is the description of item 5
            homepage_url: https://cncf.io
            logo: cncf.svg
            name: Item 5
            repo_url: https://github.com/cncf/landscape2
  - category:
    name: Category 2
    subcategories:
      - subcategory:
        name: Subcategory 2-1
        items:
          - item:
            crunchbase: https://www.crunchbase.com/organization/cloud-native-computing-foundation
            description: This is the description of item 6
            homepage_url: https://cncf.io
            logo: cncf.svg
            name: Item 6
            project: graduated
            repo_url: https://github.com/cncf/landscape2
            twitter: https://twitter.com/CloudNativeFdn
          - item:
            crunchbase: https://www.crunchbase.com/organization/cloud-native-computing-foundation
            description: This is the description of item 7
            homepage_url: https://cncf.io
            logo: cncf.svg
            name: Item 7
            project: sandbox
            repo_url: https://github.com/cncf/landscape2
            twitter: https://twitter.com/CloudNativeFdn
          - item:
            description: This is the description of item 8
            homepage_url: https://cncf.io
            logo: cncf.svg
            name: Item 8
      - subcategory:
        name: Subcategory 2-2
        items:
          - item:
            crunchbase: https://www.crunchbase.com/organization/cloud-native-computing-foundation
            description: This is the description of item 9 (RP)
            homepage_url: https://cncf.io
            logo: cncf.svg
            name: Item 9
            repo_url: https://github.com/cncf/landscape2
            twitter: https://twitter.com/CloudNativeFdn
  - category:
    name: CNAI
    subcategories:
    - subcategory:
      name: General Orchestration
      items:
        - item:
          name: Kubernetes
          description: Kubernetes is an open-source system for automating deployment, scaling, and management of containerized applications
          homepage_url: https://kubernetes.io/
          project: graduated
          repo_url: https://github.com/kubernetes/kubernetes
          logo: kubernetes.svg
          twitter: https://twitter.com/kubernetesio
          crunchbase: https://www.crunchbase.com/organization/cloud-native-computing-foundation
          allow_duplicate_repo: true
          extra:
            accepted: '2016-03-10'
            incubating: '2016-03-10'
            graduated: '2018-03-06'
            cncf_tags:
              - https://github.com/cncf/tag-runtime
            dev_stats_url: https://k8s.devstats.cncf.io/
            artwork_url: https://github.com/cncf/artwork/blob/master/examples/graduated.md#kubernetes-logos
            stack_overflow_url: https://stackoverflow.com/questions/tagged/kubernetes
            blog_url: http://blog.kubernetes.io/
            mailing_list_url: https://groups.google.com/forum/#!forum/kubernetes-dev
            slack_url: http://slack.k8s.io/
            youtube_url: https://www.youtube.com/channel/UCZ2bu0qutTOM0tHYa_jkIwg
            clomonitor_name: kubernetes
            audits:
              - date: '2019-08-06'
                type: security
                url: https://github.com/kubernetes/sig-security/tree/main/sig-security-external-audit/security-audit-2019/findings
                vendor: Trail of Bits and Atredis Partners
              - date: '2023-04-19'
                type: security
                url: https://github.com/kubernetes/sig-security/tree/main/sig-security-external-audit/security-audit-2021-2022/findings
                vendor: NCC Group
        - item:
          name: Volcano
          description: Cloud native batch scheduling system for compute-intensive workloads
          homepage_url: https://volcano.sh/
          repo_url: https://github.com/volcano-sh/volcano
          logo: ./volcano_logo.svg
          crunchbase:
          unnamed_organization: true         
        - item:
          name: Armada
          description: Armada is a multi-kubernetes-cluster batch job meta-scheduler.
          homepage_url: https://armadaproject.io/
          repo_url: https://github.com/armadaproject/armada
          logo: ./armada.svg
          crunchbase:
          unnamed_organization: true
        - item:
          name: Kuberay
          description: A toolkit to run Ray applications on Kubernetes
          homepage_url: https://github.com/ray-project/kuberay
          repo_url: https://github.com/ray-project/kuberay
          logo: ./ray_logo.svg
          crunchbase:
          unnamed_organization: true
        - item:
          name: Nivida NeMo
          description: A framework for generative AI
          homepage_url: https://docs.nvidia.com/deeplearning/nemo/user-guide/docs/en/stable/index.html
          repo_url: https://github.com/NVIDIA/NeMo
          logo: ./Nemo.svg
          crunchbase:
          unnamed_organization: true
        - item:
          name: Yunikorn
          description: Unleash the power of resource scheduling for running Batch, Data & ML on Kubernetes!
          repo_url: https://github.com/apache/yunikorn-core/
          logo: ./yunikorn.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://yunikorn.apache.org/
        - item:
          name: Kueue
          description: Cloud-native job queueing system for batch, HPC, AI/ML, and similar applications in a Kubernetes cluster.
          repo_url: https://github.com/kubernetes-sigs/kueue
          logo: ./kueue.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://kueue.sigs.k8s.io/
        - item:
          name: HAMi
          description: Heterogeneous AI Computing Virtualization (vGPU)
          homepage_url: https://github.com/Project-HAMi/HAMi
          repo_url: https://github.com/Project-HAMi/HAMi
          logo: ./HAMi.svg
          crunchbase:
          unnamed_organization: true
    - subcategory:
      name: ML Serving
      items:
        - item:
          name: Kserve
          description: Highly scalable and standards based Model Inference Platform on Kubernetes for Trusted AI
          repo_url: https://github.com/kserve/kserve
          logo: ./k-serve-color.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://kserve.github.io/website/0.11/
        - item:
          name: Seldon
          description:
          repo_url: https://github.com/SeldonIO/seldon-core
          logo: ./Seldon_idWf-VLClV_10.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://www.seldon.io/
        - item:
          name: vLLM
          description: vLLM is a fast and easy-to-use library for LLM inference and serving.
          repo_url: https://github.com/vllm-project/vllm
          logo: ./vllm-logo-text-light.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://docs.vllm.ai/en/latest/
        - item:
          name: text-generation-inference (TGI)
          description: Large Language Model Text Generation Inference
          repo_url: https://github.com/huggingface/text-generation-inference
          logo: ./huggingface.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://huggingface.co/docs/text-generation-inference/index
    - subcategory:
      name: CI/CD - Delivery
      items:
        - item:
          name: Kubeflow Pipelines
          description: Machine Learning Pipelines for Kubeflow
          repo_url: https://github.com/kubeflow/pipelines
          logo: ./kubeflow.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://www.kubeflow.org/docs/components/pipelines/v1/introduction/
        - item:
          name: Mlflow
          description:
          repo_url: https://github.com/mlflow/mlflow
          logo: ./mlflow-white.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://mlflow.org/
        - item:
          name: TensorFlow Extended (TFX)
          description: TFX is an end-to-end platform for deploying production ML pipelines
          repo_url: https://github.com/tensorflow/tfx
          logo: ./tensorflow.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://www.tensorflow.org/tfx
        - item:
          name: BentoML
          description: Build Production-Grade AI Applications
          repo_url: https://github.com/bentoml/BentoML
          logo: ./bentoml.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://bentoml.com
        - item:
          name: MLRun
          description: Machine Learning automation and tracking
          repo_url: https://github.com/mlrun/mlrun
          logo: ./mlrun.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://www.mlrun.org
    - subcategory:
      name: Data Science
      items:
        - item:
          name: Project Jupyter
          description: Interactive Computing
          repo_url: https://github.com/jupyter
          logo: ./jupyter_logo.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://jupyter.org
        - item:
          name: Kubeflow Notebooks
          description: Machine Learning Toolkit for Kubernetes
          repo_url: https://github.com/kubeflow/kubeflow
          logo: ./kubeflow.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://www.kubeflow.org/docs/components/notebooks
        - item:
          name: PyTorch
          description: About Tensors and Dynamic neural networks in Python with strong GPU acceleration
          repo_url:
          logo: ./pytorch.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://pytorch.org
        - item:
          name: TensorFlow
          description: An Open Source Machine Learning Framework for Everyone
          repo_url: https://github.com/tensorflow
          logo: ./tensorflow.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://www.tensorflow.org
        - item:
          name: XGBoost
          description: An optimized distributed gradient boosting library for machine learning.
          repo_url: https://github.com/dmlc/xgboost
          logo: ./xgboost.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://xgboost.readthedocs.io/en/stable/
        - item:
          name: Apache Zeppelin
          description: Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.
          repo_url: https://github.com/apache/zeppelin
          logo: ./apache-zeppelin.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://zeppelin.apache.org
    - subcategory:
      name: Distributed Training
      items:
        - item:
          name: Kubeflow Training Operator
          description: Training operators on Kubernetes
          repo_url: https://github.com/kubeflow/training-operator
          logo: ./kubeflow.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://www.kubeflow.org/docs/components/training
        - item:
          name: Pytorch DistributedDataParallel (DDP)
          description: DistributedDataParallel (DDP) implements data parallelism at the module level which can run across multiple machines.
          repo_url: https://github.com/pytorch/pytorch
          logo: ./pytorch.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://pytorch.org/tutorials/intermediate/ddp_tutorial.html
        - item:
          name: Torchx
          description: "Universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and support for E2E production ML pipelines when you're ready."
          repo_url:
          logo: ./pytorch.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://pytorch.org/torchx/latest
        - item:
          name: Tensorflow Distributed
          description: TensorFlow API to distribute training across multiple GPUs, multiple machines, or TPUs. Using this API, you can distribute your existing models and training code with minimal code changes.
          repo_url:
          logo: ./tensorflow.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://www.tensorflow.org/guide/distributed_training
        - item:
          name: Open MPI
          description: A High Performance Message Passing Library
          repo_url:
          logo: ./Open_MPI_logo.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://www-lb.open-mpi.org/ 
        - item:
          name: DeepSpeed
          description: Deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
          repo_url: https://github.com/microsoft/DeepSpeed
          logo: ./deepspeed.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://github.com/microsoft/DeepSpeed
        - item:
          name: Megatron-LM
          description: GPU optimized techniques for training transformer models at-scale
          repo_url: https://github.com/NVIDIA/Megatron-LM
          logo: ./megatron.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://github.com/NVIDIA/Megatron-LM
        - item:
          name: Horovod
          description: Distributed deep learning training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
          repo_url: https://github.com/horovod/horovod
          logo: ./horovod.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://horovod.ai/
        - item:
          name: Alpa
          description: Alpa is a system for training and serving large-scale neural networks. 
          repo_url: https://github.com/alpa-projects/alpa
          logo: ./alpa-logo-cropped.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://github.com/alpa-projects/alpa
        - item:
          name: Kubeflow MPI Operator
          description: MPI Operator to manage all-reduce distributed training and HPC workloads.
          logo: ./kubeflow.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://github.com/kubeflow/mpi-operator

    - subcategory:
      name: Workload Observability
      items:
        - item:
          name: Prometheus
          description: An open-source monitoring system with a dimensional data model, flexible query language, efficient time series database and modern alerting approach.
          repo_url:
          logo: ./prometheus-icon-color.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://prometheus.io/
        - item:
          name: Influxdb
          description: InfluxDB is an open source time series database written in Rust, using Apache Arrow, Apache Parquet, and Apache DataFusion as its foundational building blocks.
          repo_url: https://github.com/influxdata/influxdb
          logo: ./influxdb.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://github.com/influxdata/influxdb
        - item:
          name: Grafana
          description: The open-source platform for monitoring and observability
          repo_url: https://github.com/grafana/grafana
          logo: ./grafana.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://github.com/grafana/grafana
        - item:
          name: Weight and Biases (wandb)
          description: A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API
          repo_url: https://github.com/wandb/wandb
          logo: ./wandb-logo-yellow-dots-black-wb.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://wandb.ai/

    - subcategory:
      name: Model/LLM Observability
      items:
        - item:
          name: Trulens
          description: TruLens is a powerful open source library for evaluating and tracking large language model-based applications.
          repo_url: https://github.com/truera/trulens
          logo: ./trulens.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://www.trulens.org/
        - item:
          name: Langfuse
          description: Open source LLM engineering platform - Observability, metrics, evals, prompt management, playground, datasets.
          repo_url: https://github.com/langfuse/langfuse
          logo: ./lanfuse.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://github.com/langfuse/langfuse
        - item:
          name: Deepchecks
          description: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
          repo_url: https://github.com/deepchecks/deepchecks
          logo: ./deepchecks_logo.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://github.com/deepchecks/deepchecks
        - item:
          name: OpenLLMetry
          description: Open-source observability for your LLM application, based on OpenTelemetry.
          repo_url: https://github.com/traceloop/openllmetry
          logo: ./open-ll-metry.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://github.com/traceloop/openllmetry

    - subcategory:
      name: AutoML
      items:
        - item:
          name: Hyperopt
          description: Distributed Asynchronous Hyper-parameter Optimization
          repo_url: https://github.com/hyperopt/hyperopt/
          logo: ./hyperopt.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://hyperopt.github.io/hyperopt/
        - item:
          name: Optuna
          description: A hyperparameter optimization framework
          repo_url: https://github.com/optuna/optuna
          logo: ./optuna.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://optuna.org/
        - item:
          name: Kubeflow Katib
          description: Automated Machine Learning on Kubernetes
          repo_url: https://github.com/kubeflow/katib
          logo: ./katib.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://www.kubeflow.org/docs/components/katib/overview/


    - subcategory:
      name: Vector Databases
      note: Vector extensions are also found in Redis, Postgres SQL, ElasticSearch, etc.
      items:
        - item:
          name: Milvus
          description: A cloud-native vector database, storage for next generation AI applications.
          repo_url: https://github.com/milvus-io/milvus
          logo: ./milvus.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://milvus.io/
        - item:
          name: Chroma
          description: The AI-native open-source embedding database.
          repo_url: https://github.com/chroma-core/chroma
          logo: ./chroma.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://github.com/chroma-core/chroma
        - item:
          name: Weaviate
          description: Open source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.
          repo_url: https://github.com/weaviate/weaviate
          logo: ./weaviate-nav-logo-dark.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://github.com/weaviate/weaviate

    - subcategory:
      name: Data Architecture
      items:
        - item:
          name: ClickHouse
          description:  Free analytics DBMS for big data.
          repo_url: https://github.com/ClickHouse/ClickHouse
          logo: ./clickhouse.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://github.com/ClickHouse/ClickHouse
        - item:
          name: Apache Pinot
          description: A realtime distributed OLAP datastore.
          repo_url: https://github.com/apache/pinot
          logo: ./pinot.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://pinot.apache.org/
        - item:
          name: Apache Druid
          description: A high performance real-time analytics database.
          repo_url: https://github.com/apache/druid
          logo: ./apache-druid.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://druid.apache.org/
        - item:
          name: Cassandra
          description: A free and open source, distributed, wide-column store, NoSQL database management system designed to handle large amounts of data across many commodity servers, providing high availability with no single point of failure.
          repo_url: https://github.com/apache/cassandra
          logo: ./cassandra.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://cassandra.apache.org/
        - item:
          name: ScyllaDB
          description: NoSQL data store using the seastar framework, compatible with Apache Cassandra.
          repo_url: https://github.com/scylladb/scylladb
          logo: ./scylla.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://github.com/scylladb/scylladb
        - item:
          name: Hadoop HDFS
          description: "Open source framework works by rapidly transferring data between nodes. It's often used by companies who need to handle and store big data."
          repo_url: https://github.com/apache/hadoop
          logo: ./hadoop.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://hadoop.apache.org/
        - item:
          name: Apache HBase
          description: "Open source, distributed, versioned, column-oriented store modeled after Google' Bigtable."
          repo_url: https://github.com/apache/hbase
          logo: ./hbase.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://hbase.apache.org/
        - item:
          name: Presto
          description: A distributed SQL query engine for big data.
          repo_url: https://github.com/prestodb/presto
          logo: ./presto.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://github.com/prestodb/presto
        - item:
          name: Trino
          description: The distributed SQL query engine for big data, formerly known as PrestoSQL.
          repo_url: https://github.com/trinodb/trino
          logo: ./trino.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://trino.io/
        - item:
          name: Apache Spark
          description: A unified analytics engine for large-scale data processing.
          repo_url: https://github.com/apache/spark
          logo: ./spark.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://spark.apache.org/
        - item:
          name: Kubeflow Spark Operator
          description: Operator to manage Apache Spark applications on Kubernetes.
          repo_url:
          logo: ./kubeflow.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://github.com/kubeflow/spark-operator
        - item:
          name: Apache Flink
          description: Open source stream processing framework with powerful stream- and batch-processing capabilities.
          repo_url: https://github.com/apache/flink
          logo: ./apache-flink.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://flink.apache.org/
        - item:
          name: Kafka
          description: Open source distributed event streaming platform used by thousands of companies for high-performance data pipelines, streaming analytics, data integration, and mission-critical applications.
          repo_url: https://github.com/apache/kafka
          logo: ./apache-kafka.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://flink.apache.org/
        - item:
          name: Pulsar
          description: A distributed pub-sub messaging system.
          repo_url: https://github.com/apache/pulsar
          logo: ./pulsar.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://pulsar.apache.org/
        - item:
          name: Fluid
          description: elastic data abstraction and acceleration for BigData/AI applications in the cloud.
          repo_url: https://github.com/fluid-cloudnative/fluid
          logo: ./fluid-icon-color.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://fluid-cloudnative.github.io/
        - item:
          name: Memcached
          description: A high performance multithreaded event-based key/value cache store intended to be used in a distributed system.
          repo_url: https://github.com/memcached/memcached
          logo: ./memcached.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://memcached.org/
        - item:
          name: Redis
          description: In-memory database that persists on disk. 
          repo_url: https://github.com/redis/redis
          logo: ./redis.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://github.com/redis/redis
        - item:
          name: Alluxio
          description: Data orchestration for analytics and machine learning in the cloud.
          repo_url: https://github.com/Alluxio/alluxio
          logo: ./alluxio.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://github.com/Alluxio/alluxio
        - item:
          name: Kubeflow Model Registry
          description: Model Registry to store and manage models, versions, and artifacts metadata.
          logo: ./kubeflow.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://github.com/kubeflow/model-registry
        - item:
          name: FEAST
          description: Feature Store to manage machine learning features.
          repo_url: https://github.com/feast-dev/feast
          logo: ./feast.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://feast.dev/

    - subcategory:
      name: Governance, Policy & Security
      items:
        - item:
          name: Kyverno
          description: A policy engine designed for Kubernetes platform engineering teams.
          repo_url: https://github.com/kyverno/kyverno
          logo: ./kyverno-icon-color.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://kyverno.io
        - item:
          name: OPA/Gatekeeper
          description: An admission controller that validates requests to create and update Pods on Kubernetes clusters, using the Open Policy Agent (OPA).
          repo_url: https://github.com/open-policy-agent/gatekeeper
          logo: ./opa-icon-color.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://www.openpolicyagent.org/
        - item:
          name: Kyverno-JSON
          description: "Use Kyverno's powerful, declarative, low-code policies to validate any runtime or configuration data that can be converted to JSON."
          repo_url: https://github.com/kyverno/kyverno-json
          logo: ./kyverno-json-logo.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://kyverno.github.io/kyverno-json/latest/
        - item:
          name: Stacklock Minder
          description: Software Supply Chain Security Platform
          repo_url: https://github.com/stacklok/minder
          logo: ./stacklock.svg
          crunchbase:
          unnamed_organization: true
          homepage_url: https://stacklok.com/minder