diff --git a/examples/add_agent_post_example.py b/examples/add_agent_post_example.py
new file mode 100644
index 0000000..186f87a
--- /dev/null
+++ b/examples/add_agent_post_example.py
@@ -0,0 +1,52 @@
+import os
+import uuid
+
+from cvec import CVec
+from cvec.models.agent_post import AgentPostRecommendation, AgentPostTag, Severity
+
+
+def main() -> None:
+    # Initialize CVec client
+    cvec = CVec(
+        host=os.environ.get("CVEC_HOST", "https://your-subdomain.cvector.dev"),
+        api_key=os.environ.get("CVEC_API_KEY", "your-api-key"),
+    )
+
+    recommendations = [
+        AgentPostRecommendation(
+            content="Critical recommendation",
+            severity=Severity.CRITICAL,
+        ),
+        AgentPostRecommendation(
+            content="Warning recommendation",
+            severity=Severity.WARNING,
+        ),
+        AgentPostRecommendation(
+            content="Info recommendation",
+            severity=Severity.INFO,
+        ),
+    ]
+
+    tags = [
+        AgentPostTag(
+            content="urgent",
+            severity=Severity.CRITICAL,
+        ),
+        AgentPostTag(
+            content="monitoring",
+            severity=Severity.INFO,
+        ),
+    ]
+
+    cvec.add_agent_post(
+        title="Test post",
+        author="Operational Agent",
+        image_id=str(uuid.uuid4()),  # Replace with actual image UUID uploaded to S3
+        content="SDK add post test.",
+        recommendations=recommendations,
+        tags=tags,
+    )
+
+
+if __name__ == "__main__":
+    main()
diff --git a/src/cvec/cvec.py b/src/cvec/cvec.py
index b61306e..19a6ef4 100644
--- a/src/cvec/cvec.py
+++ b/src/cvec/cvec.py
@@ -7,6 +7,7 @@
 from urllib.parse import urlencode, urljoin
 from urllib.request import Request, urlopen
 
+from cvec.models.agent_post import AgentPost, AgentPostRecommendation, AgentPostTag
 from cvec.models.eav_column import EAVColumn
 from cvec.models.eav_filter import EAVFilter
 from cvec.models.eav_table import EAVTable
@@ -426,6 +427,35 @@ def get_modeling_metrics_data_arrow(
         assert isinstance(result, bytes)
         return result
 
+    def add_agent_post(
+        self,
+        title: str,
+        author: str,
+        image_id: Optional[str] = None,
+        content: Optional[str] = None,
+        recommendations: Optional[List[AgentPostRecommendation]] = None,
+        tags: Optional[List[AgentPostTag]] = None,
+    ) -> None:
+        """
+        Add an agent post.
+
+        Note: If image_id is provided, the image must be uploaded to S3 beforehand.
+        The image_id should be the UUID used as the filename (without .png extension)
+        in the S3 bucket at the tenant's path.
+        """
+
+        post = AgentPost(
+            title=title,
+            author=author,
+            image_id=image_id,
+            content=content,
+            recommendations=recommendations,
+            tags=tags,
+        )
+        payload = post.model_dump(mode="json", exclude_none=True)
+
+        self._make_request("POST", "/api/agent_posts/add", json_data=payload)
+
     def _login_with_supabase(self, email: str, password: str) -> None:
         """
         Login to Supabase and get access/refresh tokens.
diff --git a/src/cvec/models/__init__.py b/src/cvec/models/__init__.py
index dd1a3b0..5986c12 100644
--- a/src/cvec/models/__init__.py
+++ b/src/cvec/models/__init__.py
@@ -1,3 +1,9 @@
+from .agent_post import (
+    AgentPost,
+    AgentPostRecommendation,
+    AgentPostTag,
+    Severity,
+)
 from .eav_column import EAVColumn
 from .eav_filter import EAVFilter
 from .eav_table import EAVTable
@@ -5,10 +11,14 @@
 from .span import Span
 
 __all__ = [
+    "AgentPost",
+    "AgentPostRecommendation",
+    "AgentPostTag",
     "EAVColumn",
     "EAVFilter",
     "EAVTable",
     "Metric",
     "MetricDataPoint",
+    "Severity",
     "Span",
 ]
diff --git a/src/cvec/models/agent_post.py b/src/cvec/models/agent_post.py
new file mode 100644
index 0000000..6d3eccc
--- /dev/null
+++ b/src/cvec/models/agent_post.py
@@ -0,0 +1,43 @@
+from enum import Enum
+from typing import List, Optional
+
+from pydantic import BaseModel, Field
+
+
+class Severity(str, Enum):
+    """Severity level for recommendations and tags."""
+
+    CRITICAL = "critical"
+    WARNING = "warning"
+    INFO = "info"
+
+
+class AgentPostRecommendation(BaseModel):
+    """
+    Represents a recommendation for creating an agent post.
+    """
+
+    content: str = Field(..., min_length=1)
+    severity: Severity
+
+
+class AgentPostTag(BaseModel):
+    """
+    Represents a tag for creating an agent post.
+    """
+
+    content: str = Field(..., min_length=1)
+    severity: Severity
+
+
+class AgentPost(BaseModel):
+    """
+    Represents an agent post with optional recommendations and tags.
+    """
+
+    author: str
+    title: str
+    content: Optional[str] = None
+    image_id: Optional[str] = None
+    recommendations: Optional[List[AgentPostRecommendation]] = None
+    tags: Optional[List[AgentPostTag]] = None