diff --git a/network-poc/static/index.html b/network-poc/static/index.html
index 69ceef1..213023a 100644
--- a/network-poc/static/index.html
+++ b/network-poc/static/index.html
@@ -1915,8 +1915,78 @@
             termLog(`  kpn: tuntematon alikomento "${sub}". Kokeile: kpn help`, '#f85149');
         }
 
+        // Tab-completion: ennustava komennonsyöttö sana kerrallaan
+        const kpnCommands = {
+            'kpn': ['help', 'run', 'pipeline', 'load', 'status', 'models', 'hello', 'clear'],
+            'kpn run': ['coder', 'manager', 'tester', 'qa', 'data', 'observer', 'qwen-coder', 'smollm-135m', 'qwen-05b', 'phi3-mini'],
+            'kpn pipeline': ['"'],
+        };
+        // Esimerkkipromptit malleittain
+        const kpnExamples = {
+            'kpn run coder': ['"hello world in python"', '"fibonacci in rust"', '"quicksort in javascript"'],
+            'kpn run manager': ['"suunnittele REST API"', '"priorisoi tiimin tehtävät"'],
+            'kpn run tester': ['"testaa login-toiminto"'],
+            'kpn pipeline': ['"rakenna todo-sovellus"', '"tee laskin pythonilla"'],
+        };
+
+        function tabComplete(input) {
+            const val = input.value;
+            const words = val.trimEnd().split(/\s+/);
+
+            // Etsitään sopiva täydennystaso
+            // "kpn" → "kpn " alikomennot, "kpn run" → mallit, "kpn run coder" → prompti
+            for (let depth = words.length; depth >= 1; depth--) {
+                const prefix = words.slice(0, depth).join(' ');
+                const partial = words[depth] || '';
+
+                // Tarkistetaan esimerkkipromptit ensin
+                if (kpnExamples[prefix] && !partial) {
+                    const example = kpnExamples[prefix][Math.floor(Math.random() * kpnExamples[prefix].length)];
+                    input.value = prefix + ' ' + example;
+                    return true;
+                }
+
+                // Komentojen täydennys
+                const candidates = kpnCommands[prefix];
+                if (candidates) {
+                    const matches = partial
+                        ? candidates.filter(c => c.startsWith(partial))
+                        : candidates;
+                    if (matches.length === 1) {
+                        words[depth] = matches[0];
+                        input.value = words.slice(0, depth + 1).join(' ') + ' ';
+                        return true;
+                    } else if (matches.length > 1 && !partial) {
+                        input.value = prefix + ' ' + matches[0];
+                        return true;
+                    } else if (matches.length > 1) {
+                        // Yhteinen etuliite
+                        let common = matches[0];
+                        for (const m of matches) {
+                            while (!m.startsWith(common)) common = common.slice(0, -1);
+                        }
+                        if (common.length > partial.length) {
+                            words[depth] = common;
+                            input.value = words.slice(0, depth + 1).join(' ');
+                            return true;
+                        }
+                    }
+                }
+            }
+
+            // Tyhjä input → "kpn "
+            if (!val.trim()) {
+                input.value = 'kpn ';
+                return true;
+            }
+            return false;
+        }
+
         termInput?.addEventListener('keydown', (e) => {
-            if (e.key === 'Enter') {
+            if (e.key === 'Tab') {
+                e.preventDefault();
+                tabComplete(termInput);
+            } else if (e.key === 'Enter') {
                 const cmd = termInput.value.trim();
                 if (cmd) termExec(cmd);
                 termInput.value = '';