© 2025, Katanemo Labs, Inc Last updated: Feb 25, 2026.
+© 2025, Katanemo Labs, Inc Last updated: Feb 26, 2026.
Traceparent HeadersFor complete details on all available signals, detection methods, and best practices, see the Signals™ guide.
+Plano can automatically attach custom span attributes derived from request headers and static attributes +defined in configuration. This lets you stamp +traces with identifiers like workspace, tenant, or user IDs without changing application code or adding +custom instrumentation.
+Why This Is Useful
+Tenant-aware debugging: Filter traces by workspace.id or tenant.id.
Customer-specific visibility: Attribute performance or errors to a specific customer.
Low overhead: No code changes in agents or clients—just headers.
You configure one or more header prefixes. Any incoming HTTP header whose name starts with one of these +prefixes is captured as a span attribute. You can also provide static attributes that are always injected.
+The prefix is only for matching, not the resulting attribute key.
The attribute key is the header name with the prefix removed, then hyphens converted to dots.
Note
+Custom span attributes are attached to LLM spans when handling /v1/... requests via llm_chat. For orchestrator requests to /agents/...,
+these attributes are added to both the orchestrator selection span and to each agent span created by agent_chat.
Example
+Configured prefix:
+tracing:
+ span_attributes:
+ header_prefixes:
+ - x-katanemo-
+Incoming headers:
+X-Katanemo-Workspace-Id: ws_123
+X-Katanemo-Tenant-Id: ten_456
+Resulting span attributes:
+workspace.id = "ws_123"
+tenant.id = "ten_456"
+Add the prefix list under tracing in your config:
tracing:
+ random_sampling: 100
+ span_attributes:
+ header_prefixes:
+ - x-katanemo-
+ static:
+ environment: production
+ service.version: "1.0.0"
+Static attributes are always injected alongside any header-derived attributes. If a header-derived +attribute key matches a static key, the header value overrides the static value.
+You can provide multiple prefixes:
+tracing:
+ span_attributes:
+ header_prefixes:
+ - x-katanemo-
+ - x-tenant-
+ static:
+ environment: production
+ service.version: "1.0.0"
+Prefix must match exactly: katanemo- does not match x-katanemo- headers.
Trailing dash is recommended: Without it, x-katanemo would also match x-katanemo-foo and
+x-katanemofoo.
Keys are always strings: Values are captured as string attributes.
Prefix mismatch example
+Config:
+tracing:
+ span_attributes:
+ header_prefixes:
+ - x-katanemo-
+Request headers:
+X-Other-User-Id: usr_999
+Result: no attributes are captured from X-Other-User-Id.
Traceparent HeadersTraceparent Headers
diff --git a/guides/state.html b/guides/state.html
index d5b68ed7..7dca990c 100755
--- a/guides/state.html
+++ b/guides/state.html
@@ -453,7 +453,7 @@
diff --git a/includes/llms.txt b/includes/llms.txt
index fadb52dd..c7c8526d 100755
--- a/includes/llms.txt
+++ b/includes/llms.txt
@@ -1,6 +1,6 @@
Plano Docs v0.4.8
llms.txt (auto-generated)
-Generated (UTC): 2026-02-25T21:15:02.974485+00:00
+Generated (UTC): 2026-02-26T00:27:53.947777+00:00
Table of contents
- Agents (concepts/agents)
@@ -4136,6 +4136,103 @@ Find escalations: signals.escalation.requested = "true"
For complete details on all available signals, detection methods, and best practices, see the ../../concepts/signals guide.
+Custom Span Attributes
+
+Plano can automatically attach custom span attributes derived from request headers and static attributes
+defined in configuration. This lets you stamp
+traces with identifiers like workspace, tenant, or user IDs without changing application code or adding
+custom instrumentation.
+
+Why This Is Useful
+
+Tenant-aware debugging: Filter traces by workspace.id or tenant.id.
+
+Customer-specific visibility: Attribute performance or errors to a specific customer.
+
+Low overhead: No code changes in agents or clients—just headers.
+
+How It Works
+
+You configure one or more header prefixes. Any incoming HTTP header whose name starts with one of these
+prefixes is captured as a span attribute. You can also provide static attributes that are always injected.
+
+The prefix is only for matching, not the resulting attribute key.
+
+The attribute key is the header name with the prefix removed, then hyphens converted to dots.
+
+Custom span attributes are attached to LLM spans when handling /v1/... requests via llm_chat. For orchestrator requests to /agents/...,
+these attributes are added to both the orchestrator selection span and to each agent span created by agent_chat.
+
+Example
+
+Configured prefix:
+
+tracing:
+ span_attributes:
+ header_prefixes:
+ - x-katanemo-
+
+Incoming headers:
+
+X-Katanemo-Workspace-Id: ws_123
+X-Katanemo-Tenant-Id: ten_456
+
+Resulting span attributes:
+
+workspace.id = "ws_123"
+tenant.id = "ten_456"
+
+Configuration
+
+Add the prefix list under tracing in your config:
+
+tracing:
+ random_sampling: 100
+ span_attributes:
+ header_prefixes:
+ - x-katanemo-
+ static:
+ environment: production
+ service.version: "1.0.0"
+
+Static attributes are always injected alongside any header-derived attributes. If a header-derived
+attribute key matches a static key, the header value overrides the static value.
+
+You can provide multiple prefixes:
+
+tracing:
+ span_attributes:
+ header_prefixes:
+ - x-katanemo-
+ - x-tenant-
+ static:
+ environment: production
+ service.version: "1.0.0"
+
+Notes and Examples
+
+Prefix must match exactly: katanemo- does not match x-katanemo- headers.
+
+Trailing dash is recommended: Without it, x-katanemo would also match x-katanemo-foo and
+x-katanemofoo.
+
+Keys are always strings: Values are captured as string attributes.
+
+Prefix mismatch example
+
+Config:
+
+tracing:
+ span_attributes:
+ header_prefixes:
+ - x-katanemo-
+
+Request headers:
+
+X-Other-User-Id: usr_999
+
+Result: no attributes are captured from X-Other-User-Id.
+
Benefits of Using Traceparent Headers
Standardization: The W3C Trace Context standard ensures compatibility across ecosystem tools, allowing
diff --git a/index.html b/index.html
index 1df4436a..427955ae 100755
--- a/index.html
+++ b/index.html
@@ -247,7 +247,7 @@ Resources
diff --git a/resources/cli_reference.html b/resources/cli_reference.html
index fd974acd..c7b7500a 100755
--- a/resources/cli_reference.html
+++ b/resources/cli_reference.html
@@ -437,7 +437,7 @@ Use this page as the canonical source for command syntax, options, and recommend
diff --git a/resources/configuration_reference.html b/resources/configuration_reference.html
index 8bd784cc..1af98c4e 100755
--- a/resources/configuration_reference.html
+++ b/resources/configuration_reference.html
@@ -302,7 +302,7 @@ where prompts get routed to, apply guardrails, and enable critical agent observa
diff --git a/resources/deployment.html b/resources/deployment.html
index c44aba50..7c0d4810 100755
--- a/resources/deployment.html
+++ b/resources/deployment.html
@@ -304,7 +304,7 @@
diff --git a/resources/llms_txt.html b/resources/llms_txt.html
index 2d1f8a83..319a35ee 100755
--- a/resources/llms_txt.html
+++ b/resources/llms_txt.html
@@ -179,7 +179,7 @@
diff --git a/resources/tech_overview/model_serving.html b/resources/tech_overview/model_serving.html
index 20f687a9..a2c528ca 100755
--- a/resources/tech_overview/model_serving.html
+++ b/resources/tech_overview/model_serving.html
@@ -199,7 +199,7 @@ own deployments), and Plano reaches them via HTTP.
diff --git a/resources/tech_overview/request_lifecycle.html b/resources/tech_overview/request_lifecycle.html
index be7e80cd..d916c190 100755
--- a/resources/tech_overview/request_lifecycle.html
+++ b/resources/tech_overview/request_lifecycle.html
@@ -485,7 +485,7 @@ processing request headers and then finalized by the HCM during post-request pro
diff --git a/resources/tech_overview/tech_overview.html b/resources/tech_overview/tech_overview.html
index db554dbb..3a41c5a1 100755
--- a/resources/tech_overview/tech_overview.html
+++ b/resources/tech_overview/tech_overview.html
@@ -200,7 +200,7 @@
diff --git a/resources/tech_overview/threading_model.html b/resources/tech_overview/threading_model.html
index c74874c0..ee2d0485 100755
--- a/resources/tech_overview/threading_model.html
+++ b/resources/tech_overview/threading_model.html
@@ -200,7 +200,7 @@ hardware threads on the machine.
diff --git a/search.html b/search.html
index fdf35918..987bfc49 100755
--- a/search.html
+++ b/search.html
@@ -221,7 +221,7 @@
diff --git a/searchindex.js b/searchindex.js
index c6f4f40e..a7caa6eb 100755
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
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