diff --git a/network-poc/frontend/src/pages/index.astro b/network-poc/frontend/src/pages/index.astro
index c5f1ace..13e9d57 100644
--- a/network-poc/frontend/src/pages/index.astro
+++ b/network-poc/frontend/src/pages/index.astro
@@ -812,15 +812,43 @@ OUTPUT FORMAT:
             stepN++;
         }
 
-        // Tarkkailija: riskianalyysi
+        // DevOps: Dockerfile
+        termLog(`\n<span style="color:var(--accent);font-weight:bold">[${stepN}] ${esc(tst.name)}</span> — Dockerfile`);
+        highlightAgent('tester');
+        explainStep('Dockerfile', `${tst.name} generoi Docker-kontin joka pakkaa projektin ajettavaksi.`);
+        const dockerPrompt = (tst.prompt ? tst.prompt+'\n\n' : '') +
+            `Write a Dockerfile for this Python FastAPI project.\n\n` +
+            `Project files: ${Object.keys(files).join(', ')}\n\n` +
+            `Requirements:\n` +
+            `- Use python:3.12-slim as base\n` +
+            `- Install uv: COPY --from=ghcr.io/astral-sh/uv:latest /uv /bin/uv\n` +
+            `- Copy pyproject.toml first, then uv sync, then copy source\n` +
+            `- Expose port 8000\n` +
+            `- CMD: uv run uvicorn main:app --host 0.0.0.0 --port 8000\n` +
+            `\nWrite ONLY the Dockerfile, no explanations.`;
+        const dockerfile = await kpnRun(tst.model, dockerPrompt);
+        if (dockerfile) files['Dockerfile'] = dockerfile;
+        stepN++;
+
+        // Tarkkailija: yhteenveto + raportti
         const obs = agents.observer || Object.values(agents)[5];
         if (obs) {
-            termLog(`\n<span style="color:#8b949e;font-weight:bold">[${stepN}] ${esc(obs.name)}</span> — riskianalyysi`);
+            termLog(`\n<span style="color:#8b949e;font-weight:bold">[${stepN}] ${esc(obs.name)}</span> — projektin yhteenveto`);
             highlightAgent('observer');
-            explainStep('Riskianalyysi', `${obs.name} arvioi arkkitehtuurin, tietoturvan ja ylläpidettävyyden.`);
+            explainStep('Raportti', `${obs.name} kokoaa yhteenvedon projektin rakenteesta, riskeistä ja käyttöönotosta.`);
             const finalCode = Object.entries(files).map(([n,c]) => `--- ${n} ---\n${c}`).join('\n\n');
-            const obsPrompt = (obs.prompt ? obs.prompt+'\n\n' : '') + `Evaluate this project:\n\n${finalCode}`;
-            await kpnRun(obs.model, obsPrompt);
+            const obsPrompt = (obs.prompt ? obs.prompt+'\n\n' : '') +
+                `Write a project README.md report in markdown for this project: ${task}\n\n` +
+                `Include these sections:\n` +
+                `# Project: ${task}\n` +
+                `## Files (list each file and its purpose)\n` +
+                `## How to run (uv + Docker commands)\n` +
+                `## API Endpoints (table: method, path, description)\n` +
+                `## Architecture notes\n` +
+                `## Risk assessment (security, reliability)\n\n` +
+                `Project code:\n${finalCode}`;
+            const readme = await kpnRun(obs.model, obsPrompt);
+            if (readme) files['README.md'] = readme;
             stepN++;
         }
 
@@ -828,7 +856,7 @@ OUTPUT FORMAT:
         highlightAgent(null);
 
         termLog(`\n<span style="color:var(--purple);font-weight:bold">━━━ Valmis (${Object.keys(files).length} tiedostoa) ━━━</span>`);
-        explainStep('Tulos', `Projekti "${task}" generoitu ${Object.keys(files).length} tiedostoon. Klikkaa "Avaa editorissa" tutkiaksesi koodia. Aja: uv run uvicorn main:app --reload`);
+        explainStep('Tulos', `Projekti "${task}" generoitu ${Object.keys(files).length} tiedostoon. Klikkaa "Avaa editorissa" tutkiaksesi koodia ja README:tä.`);
         renderProjectCard(files, task);
     }