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The cloud-native landscape
Cloud-native tools from the CNCF landscape · AI-perception measurement rolling out
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CNCF Members
App Definition and Development
Special
Observability and Analysis
Provisioning
Platform
Orchestration & Management
Runtime
Wasm
Serverless
AI Agent
AI Native Infra
Product
Category
Maturity
Stars
I
Influxdb
AI Infrastructure
★ 31.6k
L
Langfuse
AI Infrastructure
★ 30.2k
M
Mlflow
AI Infrastructure
★ 26.8k
T
Triton
AI Infrastructure
★ 19.6k
W
Weight and Biases (wandb)
AI Infrastructure
★ 11.2k
B
BentoML
AI Infrastructure
★ 8.7k
C
CubeSandbox
AI Infrastructure
★ 6.7k
N
NCCL
AI Infrastructure
★ 4.8k
O
OPA/Gatekeeper
AI Infrastructure
★ 4.2k
K
Kubeflow Pipelines
AI Infrastructure
★ 4.2k
D
Deepchecks
AI Infrastructure
★ 4.0k
A
Agentgateway
AI Infrastructure
★ 3.6k
T
Trulens
AI Infrastructure
★ 3.4k
A
agent-sandbox
AI Infrastructure
★ 3.0k
K
Kueue
AI Infrastructure
★ 2.7k
K
Kuberay
AI Infrastructure
★ 2.6k
T
TensorFlow Extended (TFX)
AI Infrastructure
★ 2.2k
E
Envoy-ai-gateway
AI Infrastructure
★ 1.8k
M
MLRun
AI Infrastructure
★ 1.7k
E
e2b
AI Infrastructure
★ 1.2k
Y
Yunikorn
AI Infrastructure
★ 1.0k
M
MCP Gateway Registry
AI Infrastructure
★ 758
L
LeaderWorkerSet
AI Infrastructure
★ 750
K
Kyverno-JSON
AI Infrastructure
★ 93
C
CANN
AI Infrastructure
K
Kubeflow Model Registry
AI Infrastructure
N
Nivida NeMo
AI Infrastructure
O
OPEA
AI Infrastructure
S
Stacklock Minder
AI Infrastructure