diff --git a/spec/SDD-Keylime-Monitoring-Tool.md b/spec/SDD-Keylime-Monitoring-Tool.md
index 2280170..bf2b710 100644
--- a/spec/SDD-Keylime-Monitoring-Tool.md
+++ b/spec/SDD-Keylime-Monitoring-Tool.md
@@ -1040,6 +1040,7 @@ Maximum 5 parallel concurrent log fetches to the Verifier API, enforced via Toki
 | Explicit date format selection | Eliminates locale-dependent ambiguity (e.g., 04/05 = April 5 vs May 4); ISO 8601 default for cross-region consistency | FR-079 |
 | Explicit time format selection (12h/24h) | Accommodates regional conventions (e.g., US 12-hour vs European 24-hour); 24h default avoids AM/PM ambiguity in operational contexts | FR-080 |
 | Sidebar alert indicator for service outages | Surfaces integration health at a glance without navigating away; shares cached TanStack Query data with Integrations page to avoid extra requests | FR-081 |
+| Agent UUID hyperlinks in failure list | One-click drill-down from failure to agent detail eliminates manual navigation; uses React Router `<Link>` for SPA navigation without full reload | FR-082 |
 
 ---
 
@@ -1139,6 +1140,7 @@ Maximum 5 parallel concurrent log fetches to the Verifier API, enforced via Toki
 | FR-079 | 3.8.2 | `visualizationStore`: date format selection (6 formats), ISO 8601 default, applied to all timestamp rendering |
 | FR-080 | 3.8.2 | `visualizationStore`: time format selection (12h/24h), 24h default, applied to all time-of-day rendering |
 | FR-081 | 3.2.2 | `Sidebar.tsx`: `useHasServiceDown()` hook queries integration health, renders exclamation badge on Integrations nav item |
+| FR-082 | 3.2.2 | Failure categorization list renders agent UUIDs as React Router `<Link>` to `/agents/{agent_id}` detail page |
 
 ### 6.2 Non-Functional Requirements
 
diff --git a/spec/SRS-Keylime-Monitoring-Tool.md b/spec/SRS-Keylime-Monitoring-Tool.md
index dab2f70..79f111d 100644
--- a/spec/SRS-Keylime-Monitoring-Tool.md
+++ b/spec/SRS-Keylime-Monitoring-Tool.md
@@ -115,6 +115,7 @@ The System transforms Keylime from a CLI-driven security tool into a visual oper
 | FR-079 | Date format selection for timestamp rendering | MUST | Settings - Visualization |
 | FR-080 | Time format selection (12h/24h) for timestamp rendering | MUST | Settings - Visualization |
 | FR-081 | Sidebar alert indicator for integration service outages | MUST | Dashboard - Navigation Structure |
+| FR-082 | Agent ID hyperlinks in failure categorization list | MUST | Attestation Analytics - Failure Categorization |
 
 ### 2.2 Non-Functional Requirements
 
@@ -2549,6 +2550,34 @@ Feature: Sidebar Alert Indicator for Integration Outages
     Then the Integrations navigation item MUST NOT display an exclamation mark badge
 ```
 
+### FR-082: Agent ID Hyperlinks in Failure Categorization List
+
+**Description:** The System MUST render each agent UUID in the Attestation Analytics failure categorization list (FR-025) as a navigable hyperlink to the corresponding agent detail page (`/agents/{agent_id}`). The link text MUST display the agent UUID. Clicking the link MUST navigate the user to the agent detail view (FR-012) for the affected agent, enabling one-click drill-down from a failure entry to its agent context.
+
+**Trace:** Attestation Analytics - Failure Categorization
+
+```gherkin
+Feature: Agent ID Hyperlinks in Failure Categorization
+
+  Scenario: Agent UUID renders as a hyperlink
+    Given the failure categorization list contains a failure for agent "abc-123"
+    When the list renders
+    Then the agent UUID "abc-123" MUST be displayed as a hyperlink
+    And the hyperlink target MUST be "/agents/abc-123"
+
+  Scenario: Clicking agent link navigates to agent detail
+    Given the failure categorization list displays a hyperlink for agent "abc-123"
+    When the user clicks the agent UUID hyperlink
+    Then the System MUST navigate to the agent detail page for "abc-123"
+    And the agent detail view (FR-012) MUST be displayed
+
+  Scenario: Multiple failures for different agents each link independently
+    Given the failure categorization list contains failures for agents "abc-123" and "def-456"
+    When the list renders
+    Then agent "abc-123" MUST link to "/agents/abc-123"
+    And agent "def-456" MUST link to "/agents/def-456"
+```
+
 ---
 
 ## 4. Non-Functional Requirements Detail