diff --git a/crates/kingfisher-rules/data/rules/agora.yml b/crates/kingfisher-rules/data/rules/agora.yml
index fbf7168..ab0a91c 100644
--- a/crates/kingfisher-rules/data/rules/agora.yml
+++ b/crates/kingfisher-rules/data/rules/agora.yml
@@ -6,7 +6,7 @@ rules:
       \b
       agora
       (?:.|[\n\r]){0,32}?
-      \b(?:app[_-]?id|customer[_-]?id)\b
+      (?:\b|_)(?:app[_-]?id|customer[_-]?id)\b
       (?:.|[\n\r]){0,16}?
       [=:"'\s]
       \b
diff --git a/crates/kingfisher-rules/data/rules/configcat.yml b/crates/kingfisher-rules/data/rules/configcat.yml
index 7feeac6..2ef1b0f 100644
--- a/crates/kingfisher-rules/data/rules/configcat.yml
+++ b/crates/kingfisher-rules/data/rules/configcat.yml
@@ -19,8 +19,8 @@ rules:
     min_entropy: 3.5
     confidence: medium
     examples:
-      - 'CONFIGCAT_SDK_KEY=PKDVCLf-Hq-h-kCzMp-L7Q/psuH7BGHoUmdONrzzUOY7A'
-      - 'configcat_key: "PKDVCLf-Hq-h-kCzMp-L7Q/psuH7BGHoUmdONrzzUOY7A"'
+      - 'CONFIGCAT_SDK_KEY=Aa1Bb2Cc3Dd4Ee5Ff6Gg7H/aA1bB2cC3dD4eE5fF6gG7h'
+      - 'configcat_key: "Aa1Bb2Cc3Dd4Ee5Ff6Gg7H/aA1bB2cC3dD4eE5fF6gG7h"'
     references:
       - https://configcat.com/docs/sdk-reference/overview/
     validation:
@@ -51,7 +51,7 @@ rules:
     min_entropy: 3.5
     confidence: medium
     examples:
-      - 'CONFIGCAT_SDK_KEY=configcat-sdk-1/PKDVCLf-Hq-h-kCzMp-L7Q/psuH7BGHoUmdONrzzUOY7A'
+      - 'CONFIGCAT_SDK_KEY=configcat-sdk-1/Aa1Bb2Cc3Dd4Ee5Ff6Gg7H/aA1bB2cC3dD4eE5fF6gG7h'
     references:
       - https://configcat.com/docs/sdk-reference/overview/
     validation:
diff --git a/crates/kingfisher-rules/data/rules/confluence.yml b/crates/kingfisher-rules/data/rules/confluence.yml
new file mode 100644
index 0000000..8ba3815
--- /dev/null
+++ b/crates/kingfisher-rules/data/rules/confluence.yml
@@ -0,0 +1,69 @@
+rules:
+  - name: Confluence Data Center Personal Access Token
+    id: kingfisher.confluence.1
+    pattern: |
+      (?x)
+      (?i:confluence|wiki)
+      (?:.|[\n\r]){0,16}?
+      \b
+      (
+        [MNO][A-Za-z0-9+/]{15}
+        O[g-v]
+        [A-Za-z0-9+/]{26}
+      )
+    pattern_requirements:
+      min_digits: 2
+      min_uppercase: 1
+      min_lowercase: 1
+    min_entropy: 4.0
+    confidence: medium
+    examples:
+      - 'confluence_pat: "MjQzMjkzMDQyNTI1OgTGWAoKFZTh/Is7cl+cdAI0Lbxo"'
+      - 'wiki_PAT=MDgxODgyOTYwNTA5OkFSuEyq1mtrLTVNGAPyka+/Vyfv'
+    references:
+      - https://confluence.atlassian.com/enterprise/using-personal-access-tokens-1026032365.html
+      - https://developer.atlassian.com/server/confluence/confluence-server-rest-api/
+    validation:
+      type: Http
+      content:
+        request:
+          headers:
+            Accept: application/json
+            Authorization: Bearer {{ TOKEN }}
+          method: GET
+          response_matcher:
+            - report_response: true
+            - status:
+                - 200
+              type: StatusMatch
+            - type: JsonValid
+            - type: WordMatch
+              words:
+                - '"type":"known"'
+          url: https://{{ CONFLUENCEDCDOMAIN }}/rest/api/user/current
+    depends_on_rule:
+      - rule_id: kingfisher.confluence.2
+        variable: CONFLUENCEDCDOMAIN
+
+  - name: Confluence Data Center Domain
+    id: kingfisher.confluence.2
+    pattern: |
+      (?xi)
+      (?:https?://)?
+      \b
+      (
+        (?:[a-z0-9-]+\.){0,16}
+        (?:wiki|confluence)[a-z0-9-]*
+        \.[a-z0-9.-]{2,64}
+        (?::\d{2,5})?
+      )
+      \b
+    min_entropy: 2.5
+    visible: false
+    confidence: medium
+    examples:
+      - wiki.corp.mongodb.com
+      - confluence.example.com
+      - https://wiki-staging.corp.internal:8443
+    references:
+      - https://confluence.atlassian.com/doc/confluence-server-documentation-135922.html
diff --git a/crates/kingfisher-rules/data/rules/docusign.yml b/crates/kingfisher-rules/data/rules/docusign.yml
index 56cf8a1..45580b1 100644
--- a/crates/kingfisher-rules/data/rules/docusign.yml
+++ b/crates/kingfisher-rules/data/rules/docusign.yml
@@ -23,39 +23,14 @@ rules:
     min_entropy: 3.0
     confidence: medium
     examples:
-      - "docusign.secret_key = 7a39ce6d-94cf-4bf6-9e9e-9213373c15f4"
-      - "docusign\nds_secret = 3d2f18c9-2075-4e78-834b-64f57f8757d0"
-    validation:
-      type: Http
-      content:
-        request:
-          method: POST
-          url: "https://{{ DOCUSIGN_AUTH_HOST }}/oauth/token"
-          headers:
-            Accept: application/json
-            Content-Type: application/x-www-form-urlencoded
-          body: >
-            grant_type=authorization_code&code=INVALID_AUTH_CODE&client_id={{ DOCUSIGN_CLIENT_ID | url_encode }}&client_secret={{ TOKEN | url_encode }}&redirect_uri={{ REDIRECT_URI | url_encode }}
-          response_matcher:
-            - report_response: true
-            - type: StatusMatch
-              status: [400]
-            - type: WordMatch
-              match_all_words: false
-              words:
-                - invalid_grant
-                - invalid authorization code
-            - type: WordMatch
-              words:
-                - invalid_client
-              negative: true
-    depends_on_rule:
-      - rule_id: kingfisher.docusign.2
-        variable: DOCUSIGN_CLIENT_ID
-      - rule_id: kingfisher.docusign.3
-        variable: DOCUSIGN_AUTH_HOST
-      - rule_id: kingfisher.docusign.4
-        variable: REDIRECT_URI
+      - "docusign.secret_key = 12345678-abcd-9876-5432-abcdef123456"
+      - "docusign\nds_secret = 87654321-fedc-1234-abcd-fedcba987654"
+    # Validation intentionally omitted: DocuSign's /oauth/token endpoint
+    # returns {"error":"invalid_grant"} for any request with an invalid
+    # authorization code, regardless of whether client_id/client_secret are
+    # actually valid. That makes it impossible to distinguish live from
+    # inactive credentials via that endpoint without performing a full OAuth
+    # flow, which is out of scope for passive validation.
     references:
       - https://developers.docusign.com/platform/auth/
       - https://developers.docusign.com/platform/build-integration/
diff --git a/crates/kingfisher-rules/data/rules/google.yml b/crates/kingfisher-rules/data/rules/google.yml
index 4cfbde6..65cad21 100644
--- a/crates/kingfisher-rules/data/rules/google.yml
+++ b/crates/kingfisher-rules/data/rules/google.yml
@@ -22,7 +22,7 @@ rules:
     min_entropy: 3.3
     confidence: medium
     examples:
-      - 'const CLIENTSECRET = "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"'
+      - 'const CLIENTSECRET = "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"'
     depends_on_rule:
       - rule_id: "kingfisher.google.1"
         variable: GOOGLE_CLIENT_ID
@@ -41,9 +41,20 @@ rules:
             - report_response: true
             - type: StatusMatch
               status: [400]
+            - type: WordMatch
+              match_all_words: false
+              words:
+                - invalid_grant
+                - Malformed auth code
+                - Bad Request
+              # Only mark as active when Google acknowledges the credentials
+              # and rejects the (intentionally invalid) authorization code.
             - type: WordMatch
               words:
                 - invalid_client
+                - unauthorized_client
+                - unsupported_grant_type
+                - invalid_request
               negative: true
     # Revocation not added: Google's OAuth revocation endpoint revokes tokens,
     # not client secrets.
@@ -80,9 +91,20 @@ rules:
             - report_response: true
             - type: StatusMatch
               status: [400]
+            - type: WordMatch
+              match_all_words: false
+              words:
+                - invalid_grant
+                - Malformed auth code
+                - Bad Request
+              # Only mark as active when Google acknowledges the credentials
+              # and rejects the (intentionally invalid) authorization code.
             - type: WordMatch
               words:
                 - invalid_client
+                - unauthorized_client
+                - unsupported_grant_type
+                - invalid_request
               negative: true
     # Revocation not added: Google's OAuth revocation endpoint revokes tokens,
     # not client secrets.
diff --git a/crates/kingfisher-rules/data/rules/highnote.yml b/crates/kingfisher-rules/data/rules/highnote.yml
index c7d3959..0bf5948 100644
--- a/crates/kingfisher-rules/data/rules/highnote.yml
+++ b/crates/kingfisher-rules/data/rules/highnote.yml
@@ -8,9 +8,9 @@ rules:
       (?:.|[\n\r]){0,24}?
       \b
       (
-        sk_live_a2V5Xz[A-Za-z0-9+/]{69}
+        sk_live_a2V5Xz[A-Za-z0-9+/]{69}={0,2}
       )
-      (?![A-Za-z0-9+/])
+      (?:[^A-Za-z0-9+/=]|$)
     pattern_requirements:
       min_digits: 2
     min_entropy: 3.5
diff --git a/crates/kingfisher-rules/data/rules/huawei.yml b/crates/kingfisher-rules/data/rules/huawei.yml
index 693f593..5b33a3d 100644
--- a/crates/kingfisher-rules/data/rules/huawei.yml
+++ b/crates/kingfisher-rules/data/rules/huawei.yml
@@ -6,7 +6,7 @@ rules:
       \b
       huawei
       (?:.|[\n\r]){0,32}?
-      \b(?:client[_-]?id|app[_-]?id)\b
+      (?:\b|_)(?:client[_-]?id|app[_-]?id)\b
       (?:.|[\n\r]){0,16}?
       [=:"'\s]
       \b
diff --git a/crates/kingfisher-rules/data/rules/jira.yml b/crates/kingfisher-rules/data/rules/jira.yml
index e5dee8c..23ef153 100644
--- a/crates/kingfisher-rules/data/rules/jira.yml
+++ b/crates/kingfisher-rules/data/rules/jira.yml
@@ -58,4 +58,98 @@ rules:
       - https://developer.atlassian.com/cloud/jira/platform/basic-auth-for-rest-apis/
     depends_on_rule:
       - rule_id: kingfisher.jira.1
-        variable: DOMAIN
\ No newline at end of file
+        variable: DOMAIN
+  - name: Jira Data Center Personal Access Token
+    id: kingfisher.jira.3
+    pattern: |
+      (?x)
+      (?i:jira|atlassian)
+      (?:.|[\n\r]){0,16}?
+      \b
+      (
+        [MNO][A-Za-z0-9+/]{15}
+        O[g-v]
+        [A-Za-z0-9+/]{26}
+      )
+    pattern_requirements:
+      min_digits: 2
+      min_uppercase: 1
+      min_lowercase: 1
+    min_entropy: 4.0
+    confidence: medium
+    examples:
+      - 'jira_token: "Mjc2NTIyMTkxNTY2OkurZAe0a40+xLE2fJRBcq/P2vsL"'
+      - 'atlassian_PAT=OTI0NTIyOQkzMTk3OgyypbjdwdDzTavLf2R1Ls0XJAPm'
+    references:
+      - https://confluence.atlassian.com/enterprise/using-personal-access-tokens-1026032365.html
+      - https://developer.atlassian.com/server/jira/platform/personal-access-token/
+    validation:
+      type: Http
+      content:
+        request:
+          headers:
+            Accept: application/json
+            Authorization: Bearer {{ TOKEN }}
+          method: GET
+          response_matcher:
+            - report_response: true
+            - status:
+                - 200
+              type: StatusMatch
+            - type: JsonValid
+          url: https://{{ JIRADCDOMAIN }}/rest/api/latest/myself
+    revocation:
+      type: HttpMultiStep
+      content:
+        steps:
+          - name: lookup_token_id
+            request:
+              method: GET
+              url: https://{{ JIRADCDOMAIN }}/rest/pat/latest/tokens
+              headers:
+                Accept: application/json
+                Authorization: Bearer {{ TOKEN }}
+              response_matcher:
+                - type: StatusMatch
+                  status: [200]
+                - type: JsonValid
+            extract:
+              JIRA_TOKEN_ID:
+                type: JsonPath
+                path: "$[0].id"
+          - name: revoke_token
+            request:
+              method: DELETE
+              url: https://{{ JIRADCDOMAIN }}/rest/pat/latest/tokens/{{ JIRA_TOKEN_ID }}
+              headers:
+                Authorization: Bearer {{ TOKEN }}
+              response_matcher:
+                - report_response: true
+                - type: StatusMatch
+                  status: [204]
+    depends_on_rule:
+      - rule_id: kingfisher.jira.4
+        variable: JIRADCDOMAIN
+
+  - name: Jira Data Center Domain
+    id: kingfisher.jira.4
+    pattern: |
+      (?xi)
+      (?:https?://)?
+      \b
+      (
+        (?:[a-z0-9-]+\.){0,16}
+        jira[a-z0-9-]*
+        \.[a-z0-9.-]{2,64}
+        (?::\d{2,5})?
+      )
+      \b
+    min_entropy: 2.5
+    visible: false
+    confidence: medium
+    examples:
+      - jira.example.com
+      - jira-staging.corp.mongodb.com
+      - https://jira.corp.internal:8443
+    references:
+      - https://confluence.atlassian.com/adminjiraserver/jira-applications-base-url-938846869.html
\ No newline at end of file
diff --git a/crates/kingfisher-rules/data/rules/mixpanel.yml b/crates/kingfisher-rules/data/rules/mixpanel.yml
index 56d371b..2ad880b 100644
--- a/crates/kingfisher-rules/data/rules/mixpanel.yml
+++ b/crates/kingfisher-rules/data/rules/mixpanel.yml
@@ -60,7 +60,7 @@ rules:
     min_entropy: 3.5
     confidence: medium
     examples:
-      - "kingfisher-svc-1.b500ae.mp-service-account\nSecret: Vqprs8MMJm3XSpfWiuAFECFuyKxxrJL1" # nosemgrep
+      - "example-svc-1.abcdef.mp-service-account\nSecret: FakeExampleServiceAcctSecretAb12" # nosemgrep
     negative_examples:
       - mp-service-account
       - "mp-service-account\nsecret: a1b2c3d4e5f6a7b8c9d0e1f2a3b4c5d6" # nosemgrep
diff --git a/crates/kingfisher-rules/data/rules/pangea.yml b/crates/kingfisher-rules/data/rules/pangea.yml
index 0300170..ca60962 100644
--- a/crates/kingfisher-rules/data/rules/pangea.yml
+++ b/crates/kingfisher-rules/data/rules/pangea.yml
@@ -28,7 +28,12 @@ rules:
           body: '{"event":{"message":"test"}}'
           response_matcher:
             - report_response: true
-            - type: StatusMatch
-              status: [200, 401, 403]
+            - type: JsonValid
+            - type: WordMatch
+              words:
+                - '"status":"Unauthorized"'
+                - '"status":"NotAuthorized"'
+                - '"status":"Forbidden"'
+              negative: true
     references:
       - https://pangea.cloud/docs/
diff --git a/crates/kingfisher-rules/data/rules/storyblok.yml b/crates/kingfisher-rules/data/rules/storyblok.yml
index 833fe81..c4bd015 100644
--- a/crates/kingfisher-rules/data/rules/storyblok.yml
+++ b/crates/kingfisher-rules/data/rules/storyblok.yml
@@ -18,8 +18,8 @@ rules:
     pattern_requirements:
       min_digits: 2
     examples:
-      - STORYBLOK_ACCESS_TOKEN=wANpEQEsMYGOwLxwXQ76Ggtt
-      - storyblok_token = "13Kft3335iwbBOI333wawOtt"
+      - STORYBLOK_ACCESS_TOKEN=ExampleBogusTokenXYZ12tt
+      - storyblok_token = "FakeExampleTok45AB67CDtt"
     references:
       - https://www.storyblok.com/docs/api/content-delivery/v2/getting-started/authentication
       - https://www.storyblok.com/docs/concepts/access-tokens
diff --git a/crates/kingfisher-rules/data/rules/webex.yml b/crates/kingfisher-rules/data/rules/webex.yml
index f290df0..f4a7923 100644
--- a/crates/kingfisher-rules/data/rules/webex.yml
+++ b/crates/kingfisher-rules/data/rules/webex.yml
@@ -6,7 +6,7 @@ rules:
       \b
       webex
       (?:.|[\n\r]){0,32}?
-      \b(?:client[_-]?id|client)\b
+      (?:\b|_)(?:client[_-]?id|client)\b
       (?:.|[\n\r]){0,16}?
       [=:"'\s]
       \b
@@ -20,7 +20,7 @@ rules:
     confidence: medium
     visible: false
     examples:
-      - "webex_client = Ac0769801df88a3535b4b018ef570b499002bda401b3b8789259a937f22d66095"
+      - "webex_client = c0769801df88a3535b4b018ef570b499002bda401b3b8789259a937f22d66095"
       - "WEBEX_CLIENT_ID=1a2b3c4d5e6f7a8b9c0d1e2f3a4b5c6d7e8f9a0b1c2d3e4f5a6b7c8d9e0f1a2b"
     references:
       - https://developer.webex.com/docs/platform-introduction
diff --git a/crates/kingfisher-rules/data/rules/workos.yml b/crates/kingfisher-rules/data/rules/workos.yml
index addeb77..955ee1a 100644
--- a/crates/kingfisher-rules/data/rules/workos.yml
+++ b/crates/kingfisher-rules/data/rules/workos.yml
@@ -8,9 +8,9 @@ rules:
       (?:.|[\n\r]){0,24}?
       \b
       (
-        sk_live_a2V5Xz[A-Za-z0-9+/]{69}
+        sk_live_a2V5Xz[A-Za-z0-9+/]{69}={0,2}
       )
-      (?![A-Za-z0-9+/])
+      (?:[^A-Za-z0-9+/=]|$)
     pattern_requirements:
       min_digits: 4
       min_lowercase: 4
diff --git a/docs/viewer/index.html b/docs/viewer/index.html
index cc1577b..a34d79b 100644
--- a/docs/viewer/index.html
+++ b/docs/viewer/index.html
@@ -3011,7 +3011,56 @@
       return payload ? [payload] : [];
     }
 
-    function buildGitMetadata(commitId, email, fileUrl) {
+    function normalizeRepositoryWebUrl(repoUrl) {
+      const raw = String(repoUrl || "").trim();
+      if (!raw || /^file:\/\//i.test(raw)) return "";
+      if (/^https?:\/\//i.test(raw)) return raw.replace(/\.git$/i, "").replace(/\/+$/g, "");
+
+      const sshMatch = raw.match(/^git@([^:]+):(.+)$/i);
+      if (sshMatch) {
+        return `https://${sshMatch[1]}/${sshMatch[2].replace(/\.git$/i, "").replace(/^\/+/, "")}`.replace(/\/+$/g, "");
+      }
+
+      const sshUrlMatch = raw.match(/^ssh:\/\/git@([^/]+)\/(.+)$/i);
+      if (sshUrlMatch) {
+        return `https://${sshUrlMatch[1]}/${sshUrlMatch[2].replace(/\.git$/i, "").replace(/^\/+/, "")}`.replace(/\/+$/g, "");
+      }
+
+      return "";
+    }
+
+    function buildGitFileUrl(repoUrl, commitId, filePath, line) {
+      const base = normalizeRepositoryWebUrl(repoUrl);
+      const commit = String(commitId || "").trim();
+      const normalizedPath = String(filePath || "").replace(/\\/g, "/").replace(/^\/+/, "");
+      const lineNumber = toNumberOrNull(line);
+      if (!base || !commit || !normalizedPath) return "";
+
+      try {
+        const parsed = new URL(base);
+        const host = (parsed.hostname || "").toLowerCase();
+        if (host === "dev.azure.com" || host.endsWith(".visualstudio.com")) {
+          const encodedPath = encodeURIComponent(normalizedPath);
+          return lineNumber
+            ? `${base}/commit/${commit}?path=/${encodedPath}&line=${lineNumber}`
+            : `${base}/commit/${commit}?path=/${encodedPath}`;
+        }
+        if (host === "bitbucket.org") {
+          const anchor = encodeURIComponent(normalizedPath).replace(/%2F/g, "/");
+          return lineNumber
+            ? `${base}/commits/${commit}#L${anchor}F${lineNumber}`
+            : `${base}/commits/${commit}`;
+        }
+      } catch (_) {
+        return "";
+      }
+
+      return lineNumber
+        ? `${base}/blob/${commit}/${normalizedPath}#L${lineNumber}`
+        : `${base}/blob/${commit}/${normalizedPath}`;
+    }
+
+    function buildGitMetadata(commitId, email, fileUrl, repositoryUrl) {
       const gitMetadata = {};
       if (commitId || email) {
         gitMetadata.commit = {};
@@ -3021,6 +3070,9 @@
       if (fileUrl) {
         gitMetadata.file = { url: String(fileUrl) };
       }
+      if (repositoryUrl) {
+        gitMetadata.repository = { url: String(repositoryUrl) };
+      }
       return Object.keys(gitMetadata).length ? gitMetadata : null;
     }
 
@@ -3059,10 +3111,16 @@
           ? buildSyntheticFingerprint("gitleaks", [ruleId, secretIdentity])
           : buildSyntheticFingerprint("gitleaks", [ruleId, path, line, columnStart, snippet]))
       );
+      const repoUrl = firstNonEmpty(item.RepoURL, item.repoURL, item.Repo, item.repo);
+      const directUrl = firstNonEmpty(item.LeakURL, item.leakURL, item.Url, item.url);
+      const fileUrl = isHttpUrl(directUrl)
+        ? directUrl
+        : buildGitFileUrl(repoUrl, firstNonEmpty(item.Commit, item.commit), path, line);
       const gitMetadata = buildGitMetadata(
         firstNonEmpty(item.Commit, item.commit),
         firstNonEmpty(item.Email, item.email),
-        firstNonEmpty(item.LeakURL, item.leakURL, item.Url, item.url)
+        fileUrl,
+        normalizeRepositoryWebUrl(repoUrl)
       );
 
       return {
@@ -3099,6 +3157,7 @@
       const detectorName = String(firstNonEmpty(item.DetectorName, item.detectorName, item.DetectorDescription, item.detectorDescription) || "Unknown Detector");
       const detectorDescription = String(firstNonEmpty(item.DetectorDescription, item.detectorDescription, detectorName) || detectorName);
       const sourceMetadata = item.SourceMetadata || item.sourceMetadata || {};
+      const gitSource = findDeepValue(sourceMetadata, ["git"]) || {};
       const path = String(firstNonEmpty(
         findDeepValue(sourceMetadata, ["file", "path", "filename"]),
         item.File,
@@ -3114,6 +3173,12 @@
         item.Url,
         item.url
       );
+      const repositoryUrl = firstNonEmpty(
+        findDeepValue(gitSource, ["repository", "repositoryurl", "repo", "repo_url", "remote", "remoteurl", "remote_url"]),
+        findDeepValue(sourceMetadata, ["repository", "repositoryurl", "repo", "repo_url", "remote", "remoteurl", "remote_url"]),
+        item.Repository,
+        item.repository
+      );
       const commitId = firstNonEmpty(
         findDeepValue(sourceMetadata, ["commit", "commitid", "hash", "sha"]),
         item.Commit,
@@ -3134,7 +3199,9 @@
       );
       const verified = Boolean(item.Verified);
       const verificationError = String(firstNonEmpty(item.VerificationError, item.verificationError) || "");
-      const gitMetadata = buildGitMetadata(commitId, email, isHttpUrl(sourceUrl) ? sourceUrl : "");
+      const normalizedRepoUrl = normalizeRepositoryWebUrl(repositoryUrl);
+      const fileUrl = isHttpUrl(sourceUrl) ? sourceUrl : buildGitFileUrl(normalizedRepoUrl, commitId, path, line);
+      const gitMetadata = buildGitMetadata(commitId, email, fileUrl, normalizedRepoUrl);
 
       return {
         rule: {
@@ -3639,6 +3706,19 @@
           revoke_command: kf.revoke_command || "",
           confidence: kf.confidence || "",
         };
+        if (kf.git_metadata && (!fg.git_metadata || !fg.git_metadata.file || !fg.git_metadata.file.url)) {
+          fg.git_metadata = Object.assign({}, fg.git_metadata || {});
+          if (kf.git_metadata.file && kf.git_metadata.file.url) {
+            fg.git_metadata.file = Object.assign({}, fg.git_metadata.file || {}, {
+              url: kf.git_metadata.file.url,
+            });
+          }
+          if (kf.git_metadata.repository && kf.git_metadata.repository.url) {
+            fg.git_metadata.repository = Object.assign({}, fg.git_metadata.repository || {}, {
+              url: kf.git_metadata.repository.url,
+            });
+          }
+        }
       }
       return findingList;
     }
@@ -4547,6 +4627,7 @@
       const headers = [
         "rule_id",
         "rule_name",
+        "source_tool",
         "file_path",
         "line",
         "validation_status",
@@ -4563,6 +4644,7 @@
         return [
           rule.id || "",
           rule.name || "",
+          getFindingSourceDisplayName(finding),
           finding.path || "",
           finding.line != null ? finding.line : "",
           status,
@@ -4736,10 +4818,12 @@
               const normalizedStatus = normalizeValidationStatus(statusRaw);
               const findingId = getFindingIdFromFinding(finding);
               const gitUrl = getFileUrlFromFinding(finding);
+              const sourceTool = getFindingSourceDisplayName(finding);
               const statusColor = normalizedStatus === "active" ? "#dc2626" : normalizedStatus === "inactive" ? "#f97316" : "#6b7280";
               return `
                 <tr>
                   <td>${escapeHtml(rule.name || rule.id || "")}</td>
+                  <td>${escapeHtml(sourceTool)}</td>
                   <td style="font-size:10px;font-family:monospace;">${escapeHtml(findingId ? findingId.substring(0, 12) : "")}</td>
                   <td style="font-size:10px;">${escapeHtml(finding.path || "")}</td>
                   <td style="color:${statusColor};font-weight:600;">${escapeHtml(statusRaw)}</td>
@@ -4750,7 +4834,7 @@
               `;
             })
             .join("")
-        : '<tr><td colspan="7">No findings available.</td></tr>';
+        : '<tr><td colspan="8">No findings available.</td></tr>';
 
       // Scan metadata section
       const metaLines = [];
@@ -4893,12 +4977,13 @@
       <thead>
         <tr>
           <th style="width:15%;">Rule</th>
+          <th style="width:10%;">Tool</th>
           <th style="width:10%;">Fingerprint</th>
-          <th style="width:22%;">File Path</th>
+          <th style="width:18%;">File Path</th>
           <th style="width:12%;">Status</th>
           <th style="width:9%;">Confidence</th>
           <th style="width:5%;">Line</th>
-          <th style="width:27%;">Git URL</th>
+          <th style="width:21%;">Git URL</th>
         </tr>
       </thead>
       <tbody>
@@ -5378,7 +5463,16 @@
       const fileObj = finding.git_metadata.file || {};
       const url = fileObj.url || "";
       if (url && /^https?:\/\//i.test(url)) return url;
-      return "";
+      const repoObj = finding.git_metadata.repository || {};
+      const repoUrl = repoObj.url || "";
+      const commitId = finding.git_metadata.commit && finding.git_metadata.commit.id
+        ? finding.git_metadata.commit.id
+        : "";
+      return buildGitFileUrl(repoUrl, commitId, finding.path || "", finding.line);
+    }
+
+    function getFindingSourceDisplayName(finding) {
+      return getSourceDisplayName(getFindingSourceTool(finding || {}));
     }
 
     function wireKfEnrichmentCopyButton(wrapId, codeId, btnId, cmd) {
@@ -5724,6 +5818,7 @@
       const { level, text: rationaleText } = generateRiskRationale(f, entries);
       const statusRaw = finding.validation && finding.validation.status ? String(finding.validation.status) : "Unknown";
       const gitUrl = getFileUrlFromFinding(finding);
+      const sourceTool = getFindingSourceDisplayName(finding);
 
       const levelColors = {
         critical: { bg: "#fef2f2", border: "#fca5a5", text: "#991b1b" },
@@ -5815,6 +5910,7 @@
   <div class="detail-grid">
     <div class="detail-item"><label>Rule</label><div>${escapeHtml(rule.name || "")} (${escapeHtml(rule.id || "")})</div></div>
     <div class="detail-item"><label>Validation</label><div>${escapeHtml(statusRaw)}</div></div>
+    <div class="detail-item"><label>Tool</label><div>${escapeHtml(sourceTool)}</div></div>
     <div class="detail-item"><label>Confidence</label><div>${escapeHtml(finding.confidence || "")}</div></div>
     <div class="detail-item"><label>Entropy</label><div>${finding.entropy != null ? escapeHtml(String(finding.entropy)) : "—"}</div></div>
     <div class="detail-item" style="grid-column:span 2;"><label>File Path</label><div>${escapeHtml(finding.path || "")}</div></div>
@@ -5910,6 +6006,7 @@
         const colors = levelColors[level] || levelColors.none;
         const statusRaw = finding.validation && finding.validation.status ? String(finding.validation.status) : "Unknown";
         const gitUrl = getFileUrlFromFinding(finding);
+        const sourceTool = getFindingSourceDisplayName(finding);
 
         let accessSummary = "";
         if (entries.length > 0) {
@@ -5946,6 +6043,7 @@
             <div style="display:grid;grid-template-columns:1fr 1fr;gap:8px;font-size:12px;margin-bottom:10px;">
               <div><strong>Path:</strong> ${escapeHtml(finding.path || "—")}</div>
               <div><strong>Line:</strong> ${finding.line != null ? finding.line : "—"}</div>
+              <div><strong>Tool:</strong> ${escapeHtml(sourceTool)}</div>
               <div><strong>Validation:</strong> ${escapeHtml(statusRaw)}</div>
               <div><strong>Confidence:</strong> ${escapeHtml(finding.confidence || "—")}</div>
               ${gitUrl ? `<div style="grid-column:span 2;"><strong>URL:</strong> <a href="${escapeHtml(gitUrl)}" style="color:#1d4ed8;">${escapeHtml(gitUrl)}</a></div>` : ""}
@@ -6542,4 +6640,4 @@
     }
   </script>
 </body>
-</html>
\ No newline at end of file
+</html>
diff --git a/src/baseline.rs b/src/baseline.rs
index 67905c2..e53854b 100644
--- a/src/baseline.rs
+++ b/src/baseline.rs
@@ -8,8 +8,11 @@ use std::{
 use anyhow::{Context, Result};
 use chrono::Local;
 use serde::{Deserialize, Serialize};
+use smallvec::{SmallVec, smallvec};
 use tracing::debug;
 
+type FingerprintForms = SmallVec<[u64; 2]>;
+
 use crate::findings_store::FindingsStore;
 
 #[derive(Debug, Default, Serialize, Deserialize)]
@@ -41,9 +44,10 @@ pub fn load_baseline(path: &Path) -> Result<BaselineFile> {
 ///
 /// Accepts either the decimal form users see in scan output (JSON/pretty/SARIF)
 /// or the 16-char zero-padded hex form previously written by `--manage-baseline`.
-/// Returns a `SmallVec`-style pair so ambiguous 16-digit all-digit strings — which
-/// could be either a decimal fingerprint or a legacy hex fingerprint whose value
-/// happens to contain no `a-f` — match against both interpretations.
+/// Returns 0–2 canonical u64 interpretations: ambiguous 16-digit all-digit
+/// strings — which could be either a decimal fingerprint or a legacy hex
+/// fingerprint whose value happens to contain no `a-f` — yield both so either
+/// form matches.
 ///
 /// Detection:
 ///   1. A `0x`/`0X` prefix is stripped and the rest parsed as hex.
@@ -52,16 +56,22 @@ pub fn load_baseline(path: &Path) -> Result<BaselineFile> {
 ///   3. Exactly 16 digits: ambiguous — try both decimal and hex and return whichever
 ///      interpretations parse successfully, so old baselines keep matching.
 ///   4. Otherwise the string is parsed as decimal u64.
-fn parse_fingerprint(s: &str) -> Vec<u64> {
+fn parse_fingerprint(s: &str) -> FingerprintForms {
     let trimmed = s.trim();
     if let Some(rest) = trimmed.strip_prefix("0x").or_else(|| trimmed.strip_prefix("0X")) {
-        return u64::from_str_radix(rest, 16).ok().into_iter().collect();
+        return match u64::from_str_radix(rest, 16) {
+            Ok(v) => smallvec![v],
+            Err(_) => SmallVec::new(),
+        };
     }
     if trimmed.len() == 16 && trimmed.chars().all(|c| c.is_ascii_hexdigit()) {
         if trimmed.chars().any(|c| c.is_ascii_alphabetic()) {
-            return u64::from_str_radix(trimmed, 16).ok().into_iter().collect();
+            return match u64::from_str_radix(trimmed, 16) {
+                Ok(v) => smallvec![v],
+                Err(_) => SmallVec::new(),
+            };
         }
-        let mut out = Vec::with_capacity(2);
+        let mut out: FingerprintForms = SmallVec::new();
         if let Ok(v) = trimmed.parse::<u64>() {
             out.push(v);
         }
@@ -72,7 +82,10 @@ fn parse_fingerprint(s: &str) -> Vec<u64> {
         }
         return out;
     }
-    trimmed.parse::<u64>().ok().into_iter().collect()
+    match trimmed.parse::<u64>() {
+        Ok(v) => smallvec![v],
+        Err(_) => SmallVec::new(),
+    }
 }
 
 pub fn save_baseline(path: &Path, baseline: &BaselineFile) -> Result<()> {
@@ -306,12 +319,12 @@ mod tests {
     #[test]
     fn parse_fingerprint_accepts_all_forms() {
         let value: u64 = 0xfeed_beef_dade_f00d;
-        assert_eq!(parse_fingerprint(&format!("{:016x}", value)), vec![value]);
-        assert_eq!(parse_fingerprint(&format!("0x{:016x}", value)), vec![value]);
-        assert_eq!(parse_fingerprint(&format!("0X{:X}", value)), vec![value]);
-        assert_eq!(parse_fingerprint(&value.to_string()), vec![value]);
-        assert_eq!(parse_fingerprint("  42  "), vec![42]);
-        assert_eq!(parse_fingerprint("0"), vec![0]);
+        assert_eq!(parse_fingerprint(&format!("{:016x}", value)).as_slice(), &[value]);
+        assert_eq!(parse_fingerprint(&format!("0x{:016x}", value)).as_slice(), &[value]);
+        assert_eq!(parse_fingerprint(&format!("0X{:X}", value)).as_slice(), &[value]);
+        assert_eq!(parse_fingerprint(&value.to_string()).as_slice(), &[value]);
+        assert_eq!(parse_fingerprint("  42  ").as_slice(), &[42]);
+        assert_eq!(parse_fingerprint("0").as_slice(), &[0]);
         assert!(parse_fingerprint("").is_empty());
         assert!(parse_fingerprint("notahex").is_empty());
     }
diff --git a/tests/int_rules_no_validated_findings.rs b/tests/int_rules_no_validated_findings.rs
index b58d96a..e672c04 100644
--- a/tests/int_rules_no_validated_findings.rs
+++ b/tests/int_rules_no_validated_findings.rs
@@ -2,6 +2,27 @@ use anyhow::Result;
 use assert_cmd::Command;
 use serde_json::Value;
 
+/// Ensure that none of the example secrets embedded in the built-in rule YAML
+/// files validate as active credentials.
+///
+/// Kingfisher writes two JSON documents to stdout when `--format json` is used:
+///   1. A summary object (`{"findings": N, "successful_validations": M, ...}`)
+///      emitted by the scanner runner for every scan.
+///   2. The full report envelope (`{"findings": [ ... ], "metadata": ...}`)
+///      emitted by the JSON reporter when there is at least one finding to
+///      report. With `--only-valid`, this envelope is omitted when no findings
+///      validated successfully.
+///
+/// Kingfisher's exit code contract (see `determine_exit_code` in `src/main.rs`):
+///   * 0   — no visible findings
+///   * 200 — visible findings present, but none validated as active
+///   * 205 — at least one validated (active) finding
+///
+/// This test passes as long as `successful_validations` is zero and no entry
+/// in the optional findings envelope has validation status "active credential".
+/// It is deliberately tolerant of exit code 200, of failed HTTP validations
+/// (e.g. network unreachable in CI), and of the summary-only / envelope-only
+/// stdout shapes.
 #[test]
 fn scan_rules_has_no_validated_findings() -> Result<()> {
     let output = Command::new(assert_cmd::cargo::cargo_bin!("kingfisher"))
@@ -16,67 +37,99 @@ fn scan_rules_has_no_validated_findings() -> Result<()> {
         .output()?;
 
     let stdout = String::from_utf8_lossy(&output.stdout);
+    let stderr = String::from_utf8_lossy(&output.stderr);
 
-    // Find the first '[' — start of array
-    let start = match stdout.find('[') {
-        Some(i) => i,
-        None => return Ok(()), // no array found
-    };
+    // Scan stdout for top-level JSON values. The stream contains the summary
+    // object followed optionally by the report envelope (both top-level
+    // objects or arrays, no wrapping). Walk through, parse each, and collect
+    // whichever shapes we find.
+    let mut summary: Option<Value> = None;
+    let mut envelope: Option<Value> = None;
 
-    let mut depth = 0usize;
-    let mut end = None;
-    for (i, ch) in stdout.char_indices().skip(start) {
-        match ch {
-            '[' => depth += 1,
-            ']' => {
-                depth -= 1;
-                if depth == 0 {
-                    end = Some(i);
-                    break;
+    let bytes = stdout.as_bytes();
+    let mut idx = 0;
+    while idx < bytes.len() {
+        // Skip whitespace / stray non-JSON noise between documents.
+        while idx < bytes.len() && !matches!(bytes[idx], b'{' | b'[') {
+            idx += 1;
+        }
+        if idx >= bytes.len() {
+            break;
+        }
+        let mut de = serde_json::Deserializer::from_slice(&bytes[idx..]).into_iter::<Value>();
+        match de.next() {
+            Some(Ok(value)) => {
+                let consumed = de.byte_offset();
+                // Heuristic: the summary has a numeric "findings" field; the
+                // envelope has an array "findings" field.
+                if let Some(findings) = value.get("findings") {
+                    if findings.is_array() && envelope.is_none() {
+                        envelope = Some(value);
+                    } else if findings.is_number() && summary.is_none() {
+                        summary = Some(value);
+                    }
                 }
+                idx += consumed.max(1);
             }
-            _ => {}
+            Some(Err(_)) | None => break,
         }
     }
 
-    let json_array_str = match end {
-        Some(end_idx) => &stdout[start..=end_idx],
-        None => return Ok(()), // no matching close found
-    };
+    // Primary signal: the scanner summary's `successful_validations` counter.
+    let successful_validations = summary
+        .as_ref()
+        .and_then(|s| s.get("successful_validations"))
+        .and_then(|v| v.as_u64())
+        .unwrap_or(0);
 
-    if json_array_str.trim().is_empty() {
-        return Ok(());
-    }
-
-    let findings: Vec<Value> = serde_json::from_str(json_array_str)?;
-    let validated_rule_ids: Vec<String> = findings
-        .iter()
-        .filter_map(|finding| {
-            let status = finding["finding"]["validation"]["status"]
-                .as_str()
-                .unwrap_or("")
-                .to_ascii_lowercase();
-            if status == "active credential" {
-                Some(finding["rule"]["id"].as_str().unwrap_or("unknown").to_string())
-            } else {
-                None
+    // Secondary signal: any finding in the report envelope whose validation
+    // status indicates an active credential. This catches the case where the
+    // envelope is present (because something validated) and tells us which
+    // rule's example triggered it.
+    let mut validated_rule_ids: Vec<String> = Vec::new();
+    if let Some(env) = &envelope {
+        if let Some(findings) = env.get("findings").and_then(|v| v.as_array()) {
+            for finding in findings {
+                let status = finding
+                    .pointer("/finding/validation/status")
+                    .and_then(|v| v.as_str())
+                    .unwrap_or("")
+                    .to_ascii_lowercase();
+                if status.contains("active") && !status.contains("inactive") {
+                    let id = finding
+                        .pointer("/rule/id")
+                        .and_then(|v| v.as_str())
+                        .unwrap_or("unknown")
+                        .to_string();
+                    validated_rule_ids.push(id);
+                }
             }
-        })
-        .collect();
+        }
+    }
 
     assert!(
-        validated_rule_ids.is_empty(),
-        "Validated findings detected in rules: {}",
-        validated_rule_ids.join(", ")
+        successful_validations == 0 && validated_rule_ids.is_empty(),
+        "Validated findings detected in rules.\n  successful_validations: {}\n  active rule ids: {}\nstdout:\n{}\nstderr:\n{}",
+        successful_validations,
+        validated_rule_ids.join(", "),
+        stdout,
+        stderr,
     );
 
-    if !output.status.success() {
-        let stderr = String::from_utf8_lossy(&output.stderr);
-        panic!(
-            "kingfisher scan exited non-zero without validated findings in output.\nstdout:\n{}\nstderr:\n{}",
-            stdout, stderr
-        );
+    // Accept exit codes 0 (no findings) and 200 (findings but none validated).
+    // Anything else — in particular 205 (active validated findings) or a
+    // crash-style exit — is a real failure.
+    match output.status.code() {
+        Some(0) | Some(200) => Ok(()),
+        Some(code) => {
+            panic!(
+                "kingfisher scan exited with unexpected code {code}.\nstdout:\n{stdout}\nstderr:\n{stderr}",
+            );
+        }
+        None => {
+            panic!(
+                "kingfisher scan terminated without an exit code.\nstdout:\n{stdout}\nstderr:\n{stderr}",
+            );
+        }
     }
-
-    Ok(())
 }