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22 changes: 21 additions & 1 deletion public/roadmap-content/ai-agents.json
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Expand Up @@ -1508,7 +1508,7 @@
]
},
"Ka6VpCEnqABvwiF9vba7t": {
"title": "Langchain",
"title": "LangChain",
"description": "LangChain is a Python and JavaScript library that helps you put large language models to work in real products. It gives ready-made parts for common agent tasks such as talking to many tools, keeping short-term memory, and calling an external API when the model needs fresh data. You combine these parts like Lego blocks: pick a model, add a prompt template, chain the steps, then wrap the chain in an “agent” that can choose what step to run next. Built-in connectors link to OpenAI, Hugging Face, vector stores, and SQL databases, so you can search documents or pull company data without writing a lot of glue code. This lets you move fast from idea to working bot, while still letting you swap out parts if your needs change.\n\nVisit the following resources to learn more:",
"links": [
{
Expand Down Expand Up @@ -2060,5 +2060,25 @@
"type": "article"
}
]
},
"agno@PY5WTJgRnXiYeOM6BBUvn.md": {
"title": "Agno",
"description": "",
"links": []
},
"langgraph@O53AvUSRB5SI6hhwKxniL.md": {
"title": "LangGraph",
"description": "",
"links": []
},
"self-critique-agents@hBW8-z72NcETDn_cearYc.md": {
"title": "Self-critique Agents",
"description": "",
"links": []
},
"multi-agents@FjAYD6ZhAuPcS6gbvBBtE.md": {
"title": "Multi-Agents",
"description": "",
"links": []
}
}
1,301 changes: 480 additions & 821 deletions public/roadmap-content/ai-engineer.json

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24 changes: 4 additions & 20 deletions public/roadmap-content/ai-red-teaming.json
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Expand Up @@ -807,26 +807,10 @@
}
]
},
"JQ3bR8odXJfd-1RCEf3-Q": {
"title": "Authentication",
"description": "AI Red Teamers test authorization controls to ensure that authenticated users can only access the AI features and data permitted by their roles/permissions. They attempt privilege escalation, try to access other users' data via the AI, or manipulate the AI to perform actions beyond its authorized scope.\n\nLearn more from the following resources:",
"links": [
{
"title": "What is Authentication vs Authorization?",
"url": "https://auth0.com/intro-to-iam/authentication-vs-authorization",
"type": "article"
},
{
"title": "Identity and access management (IAM) fundamental concepts",
"url": "https://learn.microsoft.com/en-us/entra/fundamentals/identity-fundamental-concepts",
"type": "article"
},
{
"title": "OWASP API Security Project",
"url": "https://owasp.org/www-project-api-security/",
"type": "article"
}
]
"authorization@JQ3bR8odXJfd-1RCEf3-Q.md": {
"title": "Authorization",
"description": "",
"links": []
},
"0bApnJTt-Z2IUf0X3OCYf": {
"title": "Black Box Testing",
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5 changes: 5 additions & 0 deletions public/roadmap-content/android.json
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Expand Up @@ -1472,5 +1472,10 @@
"type": "article"
}
]
},
"security@j5qmSMOdhpGZo1XOUVx1k.md": {
"title": "Security",
"description": "",
"links": []
}
}
63 changes: 28 additions & 35 deletions public/roadmap-content/api-design.json
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Expand Up @@ -740,42 +740,15 @@
}
]
},
"wFsbmMi5Ey9UyDADdbdPW": {
"title": "Role Based Access Control (RBAC)",
"description": "Role-Based Access Control (RBAC) is a method of managing authorization in API design that assigns system access to users based on their role within an organization. RBAC is crucial in controlling which endpoints a user can call, and what operations they are allowed to execute. In the context of API design, RBAC ensures appropriate levels of access for different types of users to guarantee data security and integrity. It simplifies the process of security administration by assigning privileges based on a user's job function, rather than on an individual basis.\n\nLearn more from the following resources:",
"links": [
{
"title": "Role-Based Access Control",
"url": "https://auth0.com/docs/manage-users/access-control/rbac",
"type": "article"
},
{
"title": "What is Role-based Access Control (RBAC)?",
"url": "https://www.redhat.com/en/topics/security/what-is-role-based-access-control",
"type": "article"
},
{
"title": "Role-based Access Control (RBAC) vs. Attribute-based Access Control (ABAC)",
"url": "https://www.youtube.com/watch?v=rvZ35YW4t5k",
"type": "video"
}
]
"mac@tl1wXmOaj_zHL2o38VygO.md": {
"title": "MAC",
"description": "",
"links": []
},
"dZTe_kxIUQsc9N3w920aR": {
"title": "Attribute Based Access Control (ABAC)",
"description": "Attribute Based Access Control (ABAC) is a flexible and powerful authorization method in the realm of API Design. Distinct from Role-Based Access Control (RBAC), which relies on predefined roles and permissions, ABAC uses attributes to build policies and make decisions. These attributes can be associated with the user, the action they want to perform, targeted resources, or the environment. With ABAC, finer-grained access control can be achieved, thereby improving the security and efficiency of APIs. This approach is widely used in complex and dynamic environments where access control requirements can be multifaceted and deeply context-dependent.\n\nLearn more from the following resources:",
"links": [
{
"title": "What is Attribute Based Access Control?",
"url": "https://www.okta.com/uk/blog/2020/09/attribute-based-access-control-abac/",
"type": "article"
},
{
"title": "Attribute Based Access Control",
"url": "https://docs.aws.amazon.com/IAM/latest/UserGuide/introduction_attribute-based-access-control.html",
"type": "article"
}
]
"rebac@CCcY8UsGdd2pdBYHt9L4o.md": {
"title": "ReBAC",
"description": "",
"links": []
},
"tzUJwXu_scwQHnPPT0oY-": {
"title": "API Keys & Management",
Expand Down Expand Up @@ -1596,5 +1569,25 @@
"type": "video"
}
]
},
"dac@_BXgYUlaYfpYrryXTw5n2.md": {
"title": "DAC",
"description": "",
"links": []
},
"abac@dZTe_kxIUQsc9N3w920aR.md": {
"title": "ABAC",
"description": "",
"links": []
},
"pbac@nJWtUyn9bljh3T-q_adJK.md": {
"title": "PBAC",
"description": "",
"links": []
},
"rbac@wFsbmMi5Ey9UyDADdbdPW.md": {
"title": "RBAC",
"description": "",
"links": []
}
}
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