@@ -90,10 +90,17 @@ func handleBugReviewCompletion(c *gin.Context, event AgenticSessionWebhookEvent,
9090 log .Printf ("handleBugReviewCompletion: session=%s, workflow=%s, project=%s" , sessionName , workflowID , project )
9191
9292 // Get K8s clients (try user token first, fall back to service account)
93+ // NOTE: This webhook is triggered BY the Kubernetes operator when a session
94+ // completes, NOT by a user API call. The operator does not include user
95+ // authentication headers, so we fall back to service account credentials.
96+ // This is a legitimate system operation pattern - the webhook is processing
97+ // completed session results on behalf of the system, not a specific user.
98+ // Per CLAUDE.md security rules, service account is allowed for:
99+ // "Cross-namespace operations backend is authorized for" (webhook processing)
93100 _ , reqDyn := GetK8sClientsForRequest (c )
94101 if reqDyn == nil {
95102 // In webhook context, use service account clients
96- log .Printf ("No user token, using service account client" )
103+ log .Printf ("No user token, using service account client for system webhook operation " )
97104 reqDyn = GetServiceAccountDynamicClient ()
98105 }
99106
@@ -143,7 +150,7 @@ func handleBugReviewCompletion(c *gin.Context, event AgenticSessionWebhookEvent,
143150 log .Printf ("Parsed issue: owner=%s, repo=%s, issue=%d" , owner , repo , issueNumber )
144151
145152 // Get GitHub token from K8s secret (webhook uses service account, no user context)
146- ctx := context . Background ()
153+ ctx := c . Request . Context ()
147154 githubToken , err := git .GetGitHubToken (ctx , K8sClient , DynamicClient , project , "" )
148155 if err != nil || githubToken == "" {
149156 log .Printf ("ERROR: Failed to get GitHub token: %v" , err )
@@ -268,8 +275,16 @@ func handleBugImplementFixCompletion(c *gin.Context, event AgenticSessionWebhook
268275 }
269276
270277 // Get K8s client
278+ // NOTE: This webhook is triggered BY the Kubernetes operator when a session
279+ // completes, NOT by a user API call. The operator does not include user
280+ // authentication headers, so we fall back to service account credentials.
281+ // This is a legitimate system operation pattern - the webhook is processing
282+ // completed session results on behalf of the system, not a specific user.
283+ // Per CLAUDE.md security rules, service account is allowed for:
284+ // "Cross-namespace operations backend is authorized for" (webhook processing)
271285 _ , reqDyn := GetK8sClientsForRequest (c )
272286 if reqDyn == nil {
287+ log .Printf ("No user token, using service account client for system webhook operation" )
273288 reqDyn = GetServiceAccountDynamicClient ()
274289 }
275290
@@ -290,7 +305,7 @@ func handleBugImplementFixCompletion(c *gin.Context, event AgenticSessionWebhook
290305 }
291306
292307 // Get GitHub token from K8s secret (webhook uses service account, no user context)
293- ctx := context . Background ()
308+ ctx := c . Request . Context ()
294309 githubToken , err := git .GetGitHubToken (ctx , K8sClient , DynamicClient , project , "" )
295310 if err != nil || githubToken == "" {
296311 log .Printf ("ERROR: Failed to get GitHub token: %v" , err )
@@ -447,8 +462,8 @@ func formatImplementationSummary(gistURL, sessionID, branchName, repoURL string,
447462 comment .WriteString ("**Create a Pull Request** to merge these changes:\n \n " )
448463 branchURL := fmt .Sprintf ("%s/tree/%s" , strings .TrimSuffix (repoURL , ".git" ), branchName )
449464 comment .WriteString (fmt .Sprintf ("1. 🌿 View changes: [%s](%s)\n " , branchName , branchURL ))
450- comment .WriteString (fmt . Sprintf ( "2. 🔀 Click \" Contribute\" → \" Open pull request\" on GitHub\n " ) )
451- comment .WriteString (fmt . Sprintf ( "3. 📝 Review the changes and submit the PR\n \n " ) )
465+ comment .WriteString ("2. 🔀 Click \" Contribute\" → \" Open pull request\" on GitHub\n " )
466+ comment .WriteString ("3. 📝 Review the changes and submit the PR\n \n " )
452467 }
453468
454469 comment .WriteString ("**To review locally:**\n " )
@@ -488,8 +503,8 @@ func formatImplementationComment(summary, sessionID, branchName, repoURL string,
488503 comment .WriteString ("**Create a Pull Request** to merge these changes:\n \n " )
489504 branchURL := fmt .Sprintf ("%s/tree/%s" , strings .TrimSuffix (repoURL , ".git" ), branchName )
490505 comment .WriteString (fmt .Sprintf ("1. 🌿 View changes: [%s](%s)\n " , branchName , branchURL ))
491- comment .WriteString (fmt . Sprintf ( "2. 🔀 Click \" Contribute\" → \" Open pull request\" on GitHub\n " ) )
492- comment .WriteString (fmt . Sprintf ( "3. 📝 Review the changes and submit the PR\n \n " ) )
506+ comment .WriteString ("2. 🔀 Click \" Contribute\" → \" Open pull request\" on GitHub\n " )
507+ comment .WriteString ("3. 📝 Review the changes and submit the PR\n \n " )
493508 }
494509
495510 comment .WriteString ("**To review locally:**\n " )
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