Auto-deploy: 2026-08-05 17:08:23

profile_data.js

@@ -167,8 +167,12 @@ const PROFILE_DATA = {
       bullets: [
         { text: 'Delivered 30+ production-grade mobile applications across e-commerce, delivery, healthcare and news sectors, acting as technical decision-maker for early-stage clients.', tags: ['delivery', 'leadership', 'mobile', 'scale'] },
         { text: 'Migrated legacy Android (Java) applications to Flutter, cutting maintenance complexity and delivery timelines by roughly 50%.', tags: ['flutter', 'migration', 'mobile'] },
-        { text: 'Built custom Flutter plugins and tailored API layers to integrate with complex legacy backend systems.', tags: ['flutter', 'integration', 'architecture'] },
-        { text: 'Owned App Store and Google Play release management end-to-end, from store listings and review submission through versioned production rollout.', tags: ['mobile', 'release', 'ios', 'android', 'delivery'] }
+        // Ordered by how often each is actually screened for in mobile roles.
+        // When the tailoring model returns fewer bullets than the page allows,
+        // the generator tops up in this order — so the more commonly required
+        // evidence fills the slot first.
+        { text: 'Owned App Store and Google Play release management end-to-end, from store listings and review submission through versioned production rollout.', tags: ['mobile', 'release', 'ios', 'android', 'delivery'] },
+        { text: 'Built custom Flutter plugins and tailored API layers to integrate with complex legacy backend systems.', tags: ['flutter', 'integration', 'architecture'] }
       ]
     }
   ],

server/generate_cv.php

@@ -401,7 +401,8 @@ PROMPT;
                     if ($b !== '') $bullets[] = $b;
                 }
             }
-            if (empty($bullets)) {
+            $fromAi = !empty($bullets);
+            if (!$fromAi) {
                 foreach ($role['bullets'] as $b) {
                     $bullets[] = $b['text'];
                 }
@@ -413,6 +414,32 @@ PROMPT;
             $cap = $d['caps'][$ri] ?? 2;
             $bullets = array_slice($bullets, 0, $cap);
 
+            // The model also errs the other way, returning fewer bullets than
+            // the layout has room for. An empty slot is wasted page space, and
+            // worse, it can strand a skill in the Technical Skills line with no
+            // supporting evidence anywhere in the experience. Top up from the
+            // master bullets the model did not pick, keeping its ordering first.
+            // Which master bullets did the model already use? Match on the
+            // "roleIndex.bulletIndex" ids it returns, not on the text: it
+            // rewrites wording to carry the job's keywords, so comparing strings
+            // would treat a rewritten bullet as a new one and print the same
+            // fact twice. Without usable ids we cannot tell what was used, so we
+            // leave the role as-is rather than risk a duplicate.
+            $usedIdx = [];
+            foreach (($aiRoles[$ri]['bullet_ids'] ?? []) as $bid) {
+                $parts = explode('.', (string)$bid);
+                if (count($parts) === 2) $usedIdx[] = (int)$parts[1];
+            }
+
+            if ($fromAi && $usedIdx && count($bullets) < $cap) {
+                foreach ($role['bullets'] as $bi => $master) {
+                    if (count($bullets) >= $cap) break;
+                    if (!in_array($bi, $usedIdx, true)) {
+                        $bullets[] = $master['text'];
+                    }
+                }
+            }
+
             $experienceBlock .= '<ul>';
             foreach ($bullets as $b) {
                 $experienceBlock .= '<li>' . e($b) . '</li>';