feat: the orchestrating agent

Entry point for the estate: understands a request, consults the specialists
that can settle it, composes one answer. LangGraph 1.2.11, a2a-sdk 1.1.2, both
current as of August 2026.

It holds no data, and the realm is what enforces that rather than the prompt.
classic-models-agent-assistant is granted two optional scopes — one per
specialist, plus the inference endpoint — and every domain audience it could
request comes back Invalid scopes. An injection that succeeds here finds no
path to a domain because there is none. "No scopes at all" was too absolute:
the agent has to reason, and inference is not a domain.

The two-hop token chain was the heaviest unproven thing in the design and it
holds: sub stays the end user through all four hops, so their own roles apply
at the far end and the MCP server filters tool discovery for the right human.
azp names the last agent, not the first — Keycloak accepts actor_token and
emits no act claim, so an orchestrator's identity survives only in the traces.

Verified end to end: a routed question answered from the specialist's data; a
question outside every remit refused rather than answered from memory; and a
write proposed through the orchestrator, held by the specialist in
input-required, relayed here unchanged, approved by the user through the same
conversation, and written. The orchestrator never owns that decision.

The graph is plan → delegate → plan, tools described by what a specialist
decides rather than what it holds, delegations in one step run concurrently and
capped at eight counted in calls. Rebuilt per turn, because its tools carry the
user's token.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

k8s/deployment.yaml

@@ -0,0 +1,74 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: assistant-agent
+  namespace: agents
+spec:
+  # One replica, and that is a constraint rather than a default. Conversation
+  # history lives in the process, keyed by A2A contextId — and a specialist's
+  # approval round trip passes back through here, so a second replica would
+  # route the user's "approve" to a pod holding none of the exchange. Scaling
+  # out needs sticky routing on contextId or a shared store first.
+  replicas: 1
+  selector:
+    matchLabels:
+      app: assistant-agent
+  template:
+    metadata:
+      labels:
+        app: assistant-agent
+    spec:
+      securityContext:
+        runAsNonRoot: true
+        runAsUser: 10001
+        seccompProfile:
+          type: RuntimeDefault
+      containers:
+        - name: agent
+          # gitea's own registry: the image sits beside the source it was built
+          # from and inherits the repo's public visibility, so the pull needs no
+          # credentials at all.
+          image: gitea.sttlab.eu/stt/classic-models-agent-assistant:v0.1.0
+          ports:
+            - name: http
+              containerPort: 8080
+          envFrom:
+            - configMapRef:
+                name: assistant-agent-config
+            - secretRef:
+                name: assistant-agent-secrets
+          volumeMounts:
+            - name: sttlab-ca
+              mountPath: /etc/sttlab-ca
+              readOnly: true
+          # The Agent Card needs no auth and is served by the same app, so a 200
+          # means the A2A routes are genuinely mounted — not merely that the
+          # process is alive.
+          readinessProbe:
+            httpGet:
+              path: /.well-known/agent-card.json
+              port: http
+            initialDelaySeconds: 5
+            periodSeconds: 10
+          livenessProbe:
+            httpGet:
+              path: /.well-known/agent-card.json
+              port: http
+            initialDelaySeconds: 15
+            periodSeconds: 20
+          resources:
+            requests:
+              cpu: 50m
+              memory: 192Mi
+            limits:
+              cpu: "1"
+              memory: 512Mi
+          securityContext:
+            allowPrivilegeEscalation: false
+            readOnlyRootFilesystem: true
+            capabilities:
+              drop: ["ALL"]
+      volumes:
+        - name: sttlab-ca
+          configMap:
+            name: sttlab-ca