Map the Infrastructure Behind Agentic AI

Agentic AI ecosystem architecture

Technical stackReusable assets

Agent InfraApplicationsFrameworksRuntimeModel InfraAccess & servingTrainingData & computeLarge ModelsOpen weightsAPI modelsCapability & usage

Awesome × Agentic

DiscoverReuseInstallOperate

Search Agent and Model Infra74 Agent Infra projects and 58 Model Infra projects

Agent Infra

Where agents are built, operated, and used.

Applications · Frameworks · Runtime infrastructure

Projects: 74
Sections: 12
OpenRank: 3.5K
Stars: 5.2M
Trend: 3

Direct canvas

Agent Infra Landscape 2026

Applications · frameworks · runtime infrastructure

ANT OPEN SOURCEINCLUSION AI

74 projects · Jul OpenRank weighted

Agentic coding

Coding harnesses

Personal AI assistants

Chatbot workspaces

Multi-agent orchestration

Workflow & agent builders

Code-first frameworks

Memory, knowledge & context

Protocols & interoperability

Tool & browser use

Observability & evaluation

Development sandboxes

Model Infra

The systems beneath model workloads.

Access & serving · Training · Data & compute

Projects: 58
Sections: 13
OpenRank: 2.8K
Stars: 1.8M
Trend: 2

Direct canvas

Model Infra Landscape 2026

Routing · serving · training · data · compute

ANT OPEN SOURCEINCLUSION AI

58 projects · Jul OpenRank weighted

Model API gateways

Serving / Deploy

Serving / Inference

Post-Train / Reinforcement learning

Post-Train / Supervised fine-tuning

Pre-Train / Framework & parallel

Pre-Train / Compiler & accelerator

Pre-Train / Evaluation & observability

Pre-Train / Robotics infra

Data / Labeling

Data / Integration

Data / Governance

Compute & scheduling

Large Models

Open weights · API access · usage · capability

Open full canvas

Awesome × Agentic

Discover · reuse · install · operate

Open full canvas

Ecosystem signals

Projects

132

Stars

Participants · Jul 2026

OpenRank · Jul 2026

6.3K

Trend signals

Agent Infra OpenRank by field

Model Infra OpenRank by field

OpenRank leaders

Language composition

Stars and OpenRank by project

Project ranking

132 projects · Jul 2026

FieldMonthLanguage

Rank	Field	Layer	Language	OpenRank
1	Personal AI assistants	Agent Infra	TypeScript	462.7
2	Personal AI assistants	Agent Infra	Python	350.2
3	Pre-Train / Framework & parallel	Model Infra	Python	333.3
4	Multi-agent orchestration	Agent Infra	Python	218.2
5	Serving / Inference	Model Infra	Python	215
6	Serving / Inference	Model Infra	Python	189.1
7	Tool & browser use	Agent Infra	Go	179.4
8	Memory, knowledge & context	Agent Infra	Python	177.6
9	Agentic coding	Agent Infra	Rust	175.4
10	Serving / Deploy	Model Infra	Go	167
11	Agentic coding	Agent Infra	TypeScript	157.7
12	Pre-Train / Compiler & accelerator	Model Infra	Python	147.8
13	Serving / Inference	Model Infra	Python	145.8
14	Agentic coding	Agent Infra	Python	143.4
15	Pre-Train / Framework & parallel	Model Infra	Python	121.5
16	Serving / Deploy	Model Infra	Rust	115.9
17	Data / Integration	Model Infra	Python	98.3
18	Model API gateways	Model Infra	Python	92.2
19	Serving / Inference	Model Infra	C++	90.5
20	Workflow & agent builders	Agent Infra	TypeScript	82.1
21	Compute & scheduling	Model Infra	Python	71.5
22	Compute & scheduling	Model Infra	Scala	68.2
23	Development sandboxes	Agent Infra	Go	62.1
24	Code-first frameworks	Agent Infra	TypeScript	56
25	Multi-agent orchestration	Agent Infra	TypeScript	54.4
26	Serving / Inference	Model Infra	Python	54.3
27	Agentic coding	Agent Infra	TypeScript	53.7
28	Workflow & agent builders	Agent Infra	TypeScript	53.7
29	Agentic coding	Agent Infra	Rust	53.2
30	Multi-agent orchestration	Agent Infra	TypeScript	49.7
31	Data / Governance	Model Infra	TypeScript	47.5
32	Serving / Inference	Model Infra	C++	46.9
33	Chatbot workspaces	Agent Infra	TypeScript	45.7
34	Memory, knowledge & context	Agent Infra	Go	44.9
35	Agentic coding	Agent Infra	TypeScript	43.9
36	Pre-Train / Compiler & accelerator	Model Infra	MLIR	42
37	Personal AI assistants	Agent Infra	Rust	41.2
38	Data / Integration	Model Infra	Python	40.2
39	Data / Governance	Model Infra	Python	39
40	Personal AI assistants	Agent Infra	TypeScript	38.1
41	Personal AI assistants	Agent Infra	Python	37
42	Personal AI assistants	Agent Infra	Python	37
43	Pre-Train / Compiler & accelerator	Model Infra	Python	36.9
44	Agentic coding	Agent Infra	TypeScript	36.8
45	Personal AI assistants	Agent Infra	Python	35.9
46	Code-first frameworks	Agent Infra	Python	35.7
47	Agentic coding	Agent Infra	TypeScript	35.4
48	Data / Governance	Model Infra	Java	34.9
49	Memory, knowledge & context	Agent Infra	Go	33.9
50	Pre-Train / Evaluation & observability	Model Infra	Python	33.9
51	Agentic coding	Agent Infra	TypeScript	33.4
52	Protocols & interoperability	Agent Infra	TypeScript	33
53	Workflow & agent builders	Agent Infra	TypeScript	32.5
54	Pre-Train / Framework & parallel	Model Infra	Python	32.4
55	Model API gateways	Model Infra	TypeScript	31.9
56	Pre-Train / Evaluation & observability	Model Infra	Python	31.5
57	Code-first frameworks	Agent Infra	TypeScript	31.5
58	Observability & evaluation	Agent Infra	TypeScript	31.4
59	Multi-agent orchestration	Agent Infra	Go	30.6
60	Model API gateways	Model Infra	Python	30.4
61	Coding harnesses	Agent Infra	Rust	29.3
62	Post-Train / Supervised fine-tuning	Model Infra	Python	28.5
63	Code-first frameworks	Agent Infra	Python	27.9
64	Serving / Inference	Model Infra	C++	27.3
65	Code-first frameworks	Agent Infra	Python	27.2
66	Observability & evaluation	Agent Infra	Python	27.2
67	Workflow & agent builders	Agent Infra	Python	26.1
68	Observability & evaluation	Agent Infra	Python	25.1
69	Data / Governance	Model Infra	Java	24.4
70	Pre-Train / Framework & parallel	Model Infra	C++	23.9
71	Coding harnesses	Agent Infra	TypeScript	23.8
72	Post-Train / Reinforcement learning	Model Infra	Python	22.9
73	Post-Train / Reinforcement learning	Model Infra	Python	22.8
74	Chatbot workspaces	Agent Infra	TypeScript	22.1
75	Data / Governance	Model Infra	Java	22
76	Agentic coding	Agent Infra	Rust	21.7
77	Chatbot workspaces	Agent Infra	Python	21.6
78	Code-first frameworks	Agent Infra	Python	21.4
79	Data / Integration	Model Infra	Python	20.6
80	Memory, knowledge & context	Agent Infra	Python	19.9
81	Serving / Deploy	Model Infra	Shell	19.7
82	Serving / Inference	Model Infra	Python	18
83	Pre-Train / Compiler & accelerator	Model Infra	Python	17.7
84	Model API gateways	Model Infra	Rust	17.5
85	Data / Governance	Model Infra	Java	16.4
86	Code-first frameworks	Agent Infra	Python	16.2
87	Data / Governance	Model Infra	Scala	15.7
88	Coding harnesses	Agent Infra	Python	15.6
89	Memory, knowledge & context	Agent Infra	Python	15.2
90	Coding harnesses	Agent Infra	JavaScript	14.7
91	Code-first frameworks	Agent Infra	Python	14.4
92	Post-Train / Supervised fine-tuning	Model Infra	Python	13.7
93	Memory, knowledge & context	Agent Infra	Python	12.9
94	Agentic coding	Agent Infra	TypeScript	11.9
95	Code-first frameworks	Agent Infra	Python	11.7
96	Pre-Train / Compiler & accelerator	Model Infra	C++	11.5
97	Development sandboxes	Agent Infra	Go	11.4
98	Development sandboxes	Agent Infra	Python	11.3
99	Model API gateways	Model Infra	Go	11
100	Observability & evaluation	Agent Infra	TypeScript	10.3
101	Post-Train / Reinforcement learning	Model Infra	Python	10.1
102	Agentic coding	Agent Infra	Shell	9.9
103	Pre-Train / Robotics infra	Model Infra	Python	9.8
104	Compute & scheduling	Model Infra	Go	9.7
105	Compute & scheduling	Model Infra	Go	9.6
106	Pre-Train / Framework & parallel	Model Infra	C++	9.6
107	Protocols & interoperability	Agent Infra	TypeScript	8.1
108	Tool & browser use	Agent Infra	HTML	7.8
109	Workflow & agent builders	Agent Infra	TypeScript	7.8
110	Post-Train / Reinforcement learning	Model Infra	Python	6.5
111	Data / Labeling	Model Infra	Python	6.3
112	Tool & browser use	Agent Infra	Rust	6.3
113	Memory, knowledge & context	Agent Infra	C++	6.3
114	Pre-Train / Compiler & accelerator	Model Infra	C++	6
115	Pre-Train / Framework & parallel	Model Infra	Python	5.7
116	Tool & browser use	Agent Infra	TypeScript	5.7
117	Pre-Train / Compiler & accelerator	Model Infra	Python	5.4
118	Tool & browser use	Agent Infra	Python	5.4
119	Protocols & interoperability	Agent Infra	Python	5.4
120	Model API gateways	Model Infra	Go	5.3
121	Coding harnesses	Agent Infra	Shell	5.1
122	Protocols & interoperability	Agent Infra	Shell	5.1
123	Data / Labeling	Model Infra	TypeScript	2
124	Observability & evaluation	Agent Infra	Python	1.6
125	Tool & browser use	Agent Infra	TypeScript	1.6
126	Protocols & interoperability	Agent Infra	Python	—
127	Development sandboxes	Agent Infra	—	—
128	Pre-Train / Compiler & accelerator	Model Infra	Cuda	—
129	Code-first frameworks	Agent Infra	Kotlin	—
130	Post-Train / Supervised fine-tuning	Model Infra	Python	—
131	Pre-Train / Robotics infra	Model Infra	Go	—
132	Coding harnesses	Agent Infra	Elixir	—

Map the Infrastructure Behind Agentic AI

Agent Application

Agent Framework

Agent Runtime Infra

Access & Serving

Model Training

Data & Compute

Ecosystem signals