feat(api): add agent memory module (MS22-DB-002, MS22-API-002) (#586)

Co-authored-by: Jason Woltje <jason@diversecanvas.com>
Co-committed-by: Jason Woltje <jason@diversecanvas.com>

apps/api/prisma/migrations/20260228000000_ms22_agent_memory/migration.sql

@@ -0,0 +1,24 @@
+-- CreateTable
+CREATE TABLE "agent_memories" (
+    "id" UUID NOT NULL,
+    "workspace_id" UUID NOT NULL,
+    "agent_id" TEXT NOT NULL,
+    "key" TEXT NOT NULL,
+    "value" JSONB NOT NULL,
+    "created_at" TIMESTAMPTZ NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "updated_at" TIMESTAMPTZ NOT NULL,
+
+    CONSTRAINT "agent_memories_pkey" PRIMARY KEY ("id")
+);
+
+-- CreateIndex
+CREATE UNIQUE INDEX "agent_memories_workspace_id_agent_id_key_key" ON "agent_memories"("workspace_id", "agent_id", "key");
+
+-- CreateIndex
+CREATE INDEX "agent_memories_workspace_id_idx" ON "agent_memories"("workspace_id");
+
+-- CreateIndex
+CREATE INDEX "agent_memories_agent_id_idx" ON "agent_memories"("agent_id");
+
+-- AddForeignKey
+ALTER TABLE "agent_memories" ADD CONSTRAINT "agent_memories_workspace_id_fkey" FOREIGN KEY ("workspace_id") REFERENCES "workspaces"("id") ON DELETE CASCADE ON UPDATE CASCADE;

apps/api/prisma/schema.prisma

@@ -299,6 +299,7 @@ model Workspace {
   agentSessions                AgentSession[]
   agentTasks                   AgentTask[]
   findings                     Finding[]
+  agentMemories                AgentMemory[]
   userLayouts                  UserLayout[]
   knowledgeEntries             KnowledgeEntry[]
   knowledgeTags                KnowledgeTag[]
@@ -764,6 +765,23 @@ model AgentSession {
   @@map("agent_sessions")
 }
 
+model AgentMemory {
+  id          String   @id @default(uuid()) @db.Uuid
+  workspaceId String   @map("workspace_id") @db.Uuid
+  agentId     String   @map("agent_id")
+  key         String
+  value       Json
+  createdAt   DateTime @default(now()) @map("created_at") @db.Timestamptz
+  updatedAt   DateTime @updatedAt @map("updated_at") @db.Timestamptz
+
+  workspace Workspace @relation(fields: [workspaceId], references: [id], onDelete: Cascade)
+
+  @@unique([workspaceId, agentId, key])
+  @@index([workspaceId])
+  @@index([agentId])
+  @@map("agent_memories")
+}
+
 model WidgetDefinition {
   id String @id @default(uuid()) @db.Uuid