From 71b53b35b8810ed4b2f6dab17c9306a6296e530b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Rapha=C3=ABl=20Titsworth-Morin?= Date: Wed, 26 Aug 2026 21:49:07 +0000 Subject: [PATCH 1/4] feat(mastra-server): add self-hosted Mastra server sample Mastra published a Helm chart for self-hosting the Mastra server on Kubernetes. The chart is Enterprise-only: it is served from a private OCI registry and needs a licence key. This sample deploys the same topology using only the Apache-2.0 parts of Mastra, from one Compose file, with no cluster. The three Mastra samples we already have embed Mastra inside a Next.js app. This one runs the Mastra server on its own, so other applications can call it over HTTP. - Managed PostgreSQL for threads, messages, traces, and workflow state - A managed model, so no provider API key is stored anywhere - Token auth on both the agent API and the Studio UI - A README that maps each Helm chart requirement to its Compose line Co-Authored-By: Claude --- .github/workflows/deploy-changed-samples.yml | 1 + README.md | 1 + samples/mastra-server/README.md | 149 + samples/mastra-server/app/.dockerignore | 10 + samples/mastra-server/app/.gitignore | 6 + samples/mastra-server/app/Dockerfile | 34 + samples/mastra-server/app/package-lock.json | 6286 +++++++++++++++++ samples/mastra-server/app/package.json | 24 + .../app/src/mastra/agents/assistant.ts | 49 + samples/mastra-server/app/src/mastra/index.ts | 50 + samples/mastra-server/app/src/mastra/model.ts | 30 + .../mastra-server/app/src/mastra/storage.ts | 23 + .../app/src/mastra/tools/server-info.ts | 34 + samples/mastra-server/app/tsconfig.json | 15 + samples/mastra-server/compose.dev.yaml | 53 + samples/mastra-server/compose.yaml | 80 + 16 files changed, 6845 insertions(+) create mode 100644 samples/mastra-server/README.md create mode 100644 samples/mastra-server/app/.dockerignore create mode 100644 samples/mastra-server/app/.gitignore create mode 100644 samples/mastra-server/app/Dockerfile create mode 100644 samples/mastra-server/app/package-lock.json create mode 100644 samples/mastra-server/app/package.json create mode 100644 samples/mastra-server/app/src/mastra/agents/assistant.ts create mode 100644 samples/mastra-server/app/src/mastra/index.ts create mode 100644 samples/mastra-server/app/src/mastra/model.ts create mode 100644 samples/mastra-server/app/src/mastra/storage.ts create mode 100644 samples/mastra-server/app/src/mastra/tools/server-info.ts create mode 100644 samples/mastra-server/app/tsconfig.json create mode 100644 samples/mastra-server/compose.dev.yaml create mode 100644 samples/mastra-server/compose.yaml diff --git a/.github/workflows/deploy-changed-samples.yml b/.github/workflows/deploy-changed-samples.yml index 80d7a751..90e45eef 100644 --- a/.github/workflows/deploy-changed-samples.yml +++ b/.github/workflows/deploy-changed-samples.yml @@ -92,6 +92,7 @@ jobs: TEST_HASURA_GRAPHQL_DATABASE_URL: ${{ secrets.TEST_HASURA_GRAPHQL_DATABASE_URL }} TEST_JUPYTER_TOKEN: ${{ secrets.TEST_JUPYTER_TOKEN }} TEST_HF_TOKEN: ${{ secrets.TEST_HF_TOKEN }} + TEST_MASTRA_API_TOKEN: ${{ secrets.TEST_MASTRA_API_TOKEN }} TEST_MB_DB_DBNAME: ${{ secrets.TEST_MB_DB_DBNAME }} TEST_MB_DB_HOST: ${{ secrets.TEST_MB_DB_HOST }} TEST_MB_DB_PASS: ${{ secrets.TEST_MB_DB_PASS }} diff --git a/README.md b/README.md index d4d7c2ce..12c0eea3 100644 --- a/README.md +++ b/README.md @@ -58,6 +58,7 @@ When you add a new sample, make sure to add any config vals to the `deploy-chang | [Managed LLM with Docker Model Provider](./samples/managed-llm-provider) | An app using Managed LLMs with a Docker Model Provider, deployed with Defang. | LLM, Python, Bedrock, Vertex, Docker Model Provider | Python | | [Mastra Extended](./samples/mastra-extended) | A small Defang sample where background jobs classify and embed tasks and events, and a Mastra copilot answers questions with tools. | Mastra, Next.js, PostgreSQL, Redis, BullMQ, AI, Agents | TypeScript, JavaScript, Docker | | [Mastra & Next.js](./samples/mastra-nextjs) | An AI-powered tool for chatting with GitHub repositories using Mastra and Google Gemini. | AI, GitHub, Mastra, Next.js, PostgreSQL, TypeScript | TypeScript, JavaScript, Docker | +| [Mastra Server](./samples/mastra-server) | Self-host the Mastra agent server and Studio UI with managed PostgreSQL and a managed model, as an alternative to the Mastra Helm chart. | Mastra, AI, Agents, PostgreSQL, Studio, Self-Hosted, Kubernetes-Alternative | TypeScript, JavaScript, Docker | | [Model Context Protocol (MCP) Chatbot](./samples/mcp) | An MCP (Model Context Protocol) chatbot assistant built with Next.js, Python, and Anthropic Claude. | MCP, Next.js, Python, Quart, Claude, AI, Anthropic, TypeScript, React, JavaScript | nodejs, python | | [Metabase & PostgreSQL](./samples/metabase) | A simple Metabase configuration with a PostgreSQL database. | Metabase, PostgreSQL, Analytics, Database | SQL | | [n8n](./samples/n8n) | A n8n app running on Defang. | n8n, PostgreSQL, Docker | Docker, Shell | diff --git a/samples/mastra-server/README.md b/samples/mastra-server/README.md new file mode 100644 index 00000000..339bcba2 --- /dev/null +++ b/samples/mastra-server/README.md @@ -0,0 +1,149 @@ +# Mastra Server + +[![1-click-deploy](https://raw.githubusercontent.com/DefangLabs/defang-assets/main/Logos/Buttons/SVG/deploy-with-defang.svg)](https://portal.defang.io/sample/mastra-server) + +Self-host the [Mastra](https://mastra.ai/) server — the agent API and the Studio UI — in your own cloud account, from one Docker Compose file. + +Mastra publishes a [Helm chart](https://mastra.ai/blog/introducing-mastra-helm-chart) for teams who want to run Mastra themselves on Kubernetes. This sample runs the same server, without the cluster. You get a managed PostgreSQL database, a managed model endpoint, TLS, and a public URL from `defang compose up`. + +The other Mastra samples in this repository ([mastra-nextjs](../mastra-nextjs), [mastra-extended](../mastra-extended), [self-improving](../self-improving)) embed Mastra inside a Next.js app. This one deploys the Mastra server on its own, so other applications can call it over HTTP. + +## What you get + +- A Mastra server on a public HTTPS URL, with one agent, one tool, and conversation memory. +- The Studio UI on the same URL, behind the same token. +- Durable state in a managed PostgreSQL database, so conversations survive restarts. +- A managed model endpoint, so **no model provider API key is stored anywhere**. +- Token authentication on the API and on Studio. + +## How this compares to the Helm chart + +Both approaches run the same artifact: the output of `mastra build --studio`. They differ in what you must operate. + +| The Helm chart needs | This sample uses | +|---|---| +| Kubernetes 1.27+ and Helm 3.8+ | Nothing. `defang compose up` | +| A PostgreSQL database you provision and connect | `x-defang-postgres: true` | +| cert-manager plus a `ClusterIssuer` for TLS | Defang requests the certificate | +| An ingress controller, or Gateway API CRDs and a controller | `mode: ingress` | +| `global.cloud: gke \| eks \| aks \| generic` | `--provider aws \| gcp \| azure \| digitalocean` | +| A container registry, plus `imagePullSecrets` | Defang builds the image from source | +| A Kubernetes Secret holding `OPENAI_API_KEY` | A managed model. No provider key at all | +| A Kubernetes Secret holding `MASTRA_EE_LICENSE` | Not needed. This sample is Apache-2.0 Mastra | +| `values.yaml`, four sub-charts, and roughly a dozen resources | One `compose.yaml` | + +> [!NOTE] +> The Mastra Helm chart is for Mastra Enterprise customers. It is served from a private registry and needs a licence key. This sample uses only the Apache-2.0 parts of Mastra, so anyone can deploy it. Enterprise features such as Agent Builder, RBAC, fine-grained authorization, and SSO are not included here. + +## Prerequisites + +1. Download [Defang CLI](https://github.com/DefangLabs/defang) +2. (Optional) If you are using [Defang BYOC](https://docs.defang.io/docs/concepts/defang-byoc) authenticate with your cloud provider account +3. (Optional for local development) [Docker CLI](https://docs.docker.com/engine/install/) + +## Development + +Run the server locally with a local database and a local model: + +```bash +docker compose -f compose.dev.yaml up --build +``` + +Then open Studio at [http://localhost:4111](http://localhost:4111). + +Local development uses `ai/gemma3:1B-Q4_K_M` through Docker Model Runner. The first run downloads the model, so it can take a few minutes. If the run fails with `exec: "model": executable file not found in $PATH`, your Docker installation does not have Docker Model Runner enabled. + +Authentication is off locally, so Studio opens without a login prompt. Set `MASTRA_API_TOKEN` in `compose.dev.yaml` if you want to exercise the login path. + +## Configuration + +For this sample, you will need to provide the following [configuration](https://docs.defang.io/docs/concepts/configuration). + +### `POSTGRES_PASSWORD` + +The password for the PostgreSQL database. Set it before your first deployment. + +```bash +defang config set POSTGRES_PASSWORD --random +``` + +### `MASTRA_API_TOKEN` + +The token that protects the agent API and the Studio UI. + +```bash +defang config set MASTRA_API_TOKEN --random +``` + +> [!IMPORTANT] +> Set this token. Without it the server starts with authentication off, and anyone who finds the URL can run your agents and spend your model budget. Read the token back with `defang config get MASTRA_API_TOKEN`. + +## Usage + +Get your deployment URL from `defang compose up` or `defang ps`. + +Call the agent: + +```bash +curl -X POST https:///api/agents/assistantAgent/generate \ + -H "Authorization: Bearer $MASTRA_API_TOKEN" \ + -H "Content-Type: application/json" \ + -d '{"messages": "Which instance answered this, and how long has it been up?"}' +``` + +Open Studio in a browser at `https://` and sign in with the same token. + +The `serverInfo` tool reports which container answered, so you can see the effect of running more than one replica. The agent also remembers earlier turns in a conversation, because memory is stored in PostgreSQL rather than in the container. + +## Deployment + +> [!NOTE] +> Download [Defang CLI](https://github.com/DefangLabs/defang) + +### BYOC (Deploy to your own AWS, GCP, or Azure account) + +This sample is written for [Defang BYOC](https://docs.defang.io/docs/tutorials/deploy-to-your-cloud), because managed PostgreSQL and managed models both run in your own cloud account: + +```bash +defang compose up --provider aws +``` + +Change `--provider` to `gcp` or `azure` to deploy the same file elsewhere. Nothing in `compose.yaml` is provider-specific. + +### Defang Playground + +```bash +defang compose up +``` + +The Playground does not offer managed PostgreSQL, so the database runs as an ordinary container and its data is lost when the deployment is removed. Use BYOC for anything you want to keep. + +## Scaling beyond one instance + +This sample runs one instance, which is also the Helm chart's default. Mastra's [worker documentation](https://mastra.ai/docs/deployment/workers) explains what to add before you scale up, and each item maps onto a Compose change: + +1. **Move state out of the container.** Already done — `x-defang-postgres: true`. +2. **Add distributed pub/sub.** Add a Redis service with `x-defang-redis: true` and configure `RedisStreamsPubSub` from `@mastra/redis-streams`. Defang maps this to ElastiCache, Memorystore, or Azure Managed Redis. +3. **Split the workers.** Run the same image twice. Set `MASTRA_WORKERS=false` on the API service, and run a second service for the workers. +4. **Keep exactly one scheduler.** Two schedulers fire every cron job twice. Give the scheduler service `deploy: replicas: 1`. +5. **Turn on autoscaling.** Add `x-defang-autoscaling: true` to the API service. This replaces the chart's `HorizontalPodAutoscaler`. It needs AWS or GCP, plus staging or production mode. + +Autoscaling is deliberately off in this sample. Turning it on before steps 2 to 4 would run several schedulers at once. + +## Security notes + +- **The API token is the only gate.** `SimpleAuth` checks a static token. For real user identity, swap it for one of Mastra's [auth providers](https://mastra.ai/docs/auth/overview) — JWT, Clerk, WorkOS, Auth0, Firebase, or Supabase. Change `getAuth()` in `app/src/mastra/index.ts`. +- **`/health` is public on purpose.** The container health check and the cloud load balancer both call it without credentials. It returns no application data. +- **No model provider key exists.** The managed model runs on your cloud's own inference service, reached with the workload's cloud identity. There is no long-lived `OPENAI_API_KEY` to leak or rotate. +- **The database is reachable only inside the deployment.** It uses `mode: host`, so it gets a private address and no public endpoint. +- **Studio is an admin surface.** It can run agents and read traces. It is protected by the same token as the API, so treat that token as an administrator credential. + +--- + +Title: Mastra Server + +Short Description: Self-host the Mastra agent server and Studio UI with managed PostgreSQL and a managed model, as an alternative to the Mastra Helm chart. + +Tags: Mastra, AI, Agents, PostgreSQL, Studio, Self-Hosted, Kubernetes-Alternative, sample + +Languages: TypeScript, JavaScript, Docker diff --git a/samples/mastra-server/app/.dockerignore b/samples/mastra-server/app/.dockerignore new file mode 100644 index 00000000..25fc2d8b --- /dev/null +++ b/samples/mastra-server/app/.dockerignore @@ -0,0 +1,10 @@ +node_modules +.mastra +dist +npm-debug.log* +.env +.env.* +.git +.gitignore +Dockerfile +.dockerignore diff --git a/samples/mastra-server/app/.gitignore b/samples/mastra-server/app/.gitignore new file mode 100644 index 00000000..645a073b --- /dev/null +++ b/samples/mastra-server/app/.gitignore @@ -0,0 +1,6 @@ +node_modules +.mastra +dist +.env +.env.* +*.log diff --git a/samples/mastra-server/app/Dockerfile b/samples/mastra-server/app/Dockerfile new file mode 100644 index 00000000..abd42028 --- /dev/null +++ b/samples/mastra-server/app/Dockerfile @@ -0,0 +1,34 @@ +# `mastra build --studio` produces a self-contained Node.js server in +# .mastra/output — the agent API and the Studio UI on one port. Only that +# directory reaches the final image, so the toolchain and the TypeScript +# sources stay out of production. +FROM node:22-bookworm-slim AS builder + +WORKDIR /app + +COPY package.json package-lock.json ./ +RUN npm ci + +COPY . . +RUN npm run build + +FROM node:22-bookworm-slim AS runner + +WORKDIR /app + +ENV NODE_ENV=production +ENV PORT=4111 +# Tells the server where to find the Studio single-page app it should serve. +ENV MASTRA_STUDIO_PATH=/app/.mastra/output/studio + +# curl backs the container health check that Defang requires on ingress ports. +RUN apt-get update \ + && apt-get install -y --no-install-recommends curl \ + && rm -rf /var/lib/apt/lists/* + +COPY --from=builder --chown=node:node /app/.mastra/output ./.mastra/output + +USER node +EXPOSE 4111 + +CMD ["node", ".mastra/output/index.mjs"] diff --git a/samples/mastra-server/app/package-lock.json b/samples/mastra-server/app/package-lock.json new file mode 100644 index 00000000..ab0ec95e --- /dev/null +++ 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"mastra-server", + "version": "1.0.0", + "private": true, + "type": "module", + "scripts": { + "dev": "mastra dev", + "build": "mastra build --studio", + "start": "node .mastra/output/index.mjs", + "typecheck": "tsc --noEmit" + }, + "dependencies": { + "@mastra/core": "^1.62.0", + "@mastra/loggers": "^1.2.0", + "@mastra/memory": "^1.28.0", + "@mastra/pg": "^1.22.0", + "zod": "^4.4.3" + }, + "devDependencies": { + "@types/node": "^24.10.1", + "mastra": "^1.26.1", + "typescript": "^5.9.3" + } +} diff --git a/samples/mastra-server/app/src/mastra/agents/assistant.ts b/samples/mastra-server/app/src/mastra/agents/assistant.ts new file mode 100644 index 00000000..4a55cf50 --- /dev/null +++ b/samples/mastra-server/app/src/mastra/agents/assistant.ts @@ -0,0 +1,49 @@ +/** + * The one agent this server exposes. + * + * `memory` is backed by the same Postgres database as the rest of the server, + * so a conversation survives a restart and continues correctly even if the + * next request lands on a different replica. + * + * `model` and `memory` are passed as functions so Mastra resolves them at + * request time. The container therefore starts even before the database and + * the model gateway are reachable, which keeps startup order simple. + */ + +import { Agent } from "@mastra/core/agent"; +import { Memory } from "@mastra/memory"; + +import { getChatModel } from "../model"; +import { getStorage } from "../storage"; +import { serverInfo } from "../tools/server-info"; + +let memory: Memory | undefined; + +function getMemory(): Memory { + memory ??= new Memory({ + storage: getStorage(), + options: { lastMessages: 10 }, + }); + return memory; +} + +export const assistantAgent = new Agent({ + id: "assistantAgent", + name: "assistantAgent", + instructions: ` + You are the assistant for a self-hosted Mastra server. + + Use the serverInfo tool whenever the user asks about the server itself — + which instance answered, how long it has been up, what stores its data, or + whether authentication is on. Report the values exactly as the tool returns + them and never invent them. + + You remember earlier turns of the conversation. If the user tells you their + name or a preference, use it later without being asked again. + + Keep answers short and concrete. + `, + model: getChatModel, + memory: getMemory, + tools: { serverInfo }, +}); diff --git a/samples/mastra-server/app/src/mastra/index.ts b/samples/mastra-server/app/src/mastra/index.ts new file mode 100644 index 00000000..7e2f4b4c --- /dev/null +++ b/samples/mastra-server/app/src/mastra/index.ts @@ -0,0 +1,50 @@ +/** + * The Mastra server. + * + * `mastra build --studio` turns this file into a self-contained Node.js server + * in `.mastra/output` that serves the agent API and the Studio UI on one port. + * That server is the same artifact the Mastra Helm chart runs in Kubernetes; + * here Defang runs it as an ordinary container. + */ + +import { Mastra } from "@mastra/core/mastra"; +import { SimpleAuth } from "@mastra/core/server"; +import { PinoLogger } from "@mastra/loggers"; + +import { assistantAgent } from "./agents/assistant"; +import { getStorage } from "./storage"; + +type ApiUser = { id: string; name: string }; + +/** + * Token gate for the API and the Studio UI. + * + * Without this, every deployed agent endpoint is open to the internet and + * anyone who finds the URL can spend your model budget. Set the token with + * `defang config set MASTRA_API_TOKEN` — it is never committed. + * + * `/health` stays public because the container health check and the cloud load + * balancer both call it without credentials. + * + * SimpleAuth is a static token list. For real user identity use one of Mastra's + * identity providers (JWT, Clerk, WorkOS, Auth0, Firebase, Supabase) instead. + */ +function getAuth() { + const token = process.env.MASTRA_API_TOKEN; + if (!token) return undefined; + + return new SimpleAuth({ + tokens: { [token]: { id: "api-client", name: "API client" } }, + public: ["/health"], + }); +} + +export const mastra = new Mastra({ + agents: { assistantAgent }, + storage: getStorage(), + logger: new PinoLogger({ name: "mastra-server", level: "info" }), + server: { + port: Number(process.env.PORT ?? 4111), + auth: getAuth(), + }, +}); diff --git a/samples/mastra-server/app/src/mastra/model.ts b/samples/mastra-server/app/src/mastra/model.ts new file mode 100644 index 00000000..b56adced --- /dev/null +++ b/samples/mastra-server/app/src/mastra/model.ts @@ -0,0 +1,30 @@ +/** + * Model resolution. + * + * The application never talks to Bedrock, Vertex AI, or Foundry directly. + * Compose declares a `chat` model, and Defang injects an OpenAI-compatible + * endpoint into this service: + * - CHAT_URL + * - CHAT_MODEL + * - OPENAI_API_KEY (the gateway key, not a provider key) + * + * The same three variables work on local Docker Model Runner, AWS, GCP, and + * Azure, so no provider API key is ever stored in the deployment. + */ + +import type { OpenAICompatibleConfig } from "@mastra/core/llm"; + +function requireEnv(name: string): string { + const value = process.env[name]; + if (!value) throw new Error(`${name} is not configured`); + return value; +} + +export function getChatModel(): OpenAICompatibleConfig { + return { + providerId: "openai", + modelId: requireEnv("CHAT_MODEL"), + url: requireEnv("CHAT_URL"), + apiKey: process.env.OPENAI_API_KEY ?? "defang", + }; +} diff --git a/samples/mastra-server/app/src/mastra/storage.ts b/samples/mastra-server/app/src/mastra/storage.ts new file mode 100644 index 00000000..19bdb6a3 --- /dev/null +++ b/samples/mastra-server/app/src/mastra/storage.ts @@ -0,0 +1,23 @@ +/** + * Durable state. + * + * The Mastra server keeps threads, messages, traces, and workflow state here. + * Anything that must survive a restart or be shared between replicas belongs + * in Postgres, not in the container. + * + * `x-defang-postgres: true` in compose.yaml makes Defang provision a managed + * database (RDS on AWS, Cloud SQL on GCP, Azure Database for PostgreSQL) and + * inject the connection details, so this file needs no provider-specific code. + */ + +import { PostgresStore } from "@mastra/pg"; + +let store: PostgresStore | undefined; + +export function getStorage(): PostgresStore { + const connectionString = process.env.DATABASE_URL; + if (!connectionString) throw new Error("DATABASE_URL is not configured"); + + store ??= new PostgresStore({ id: "mastra-pg", connectionString }); + return store; +} diff --git a/samples/mastra-server/app/src/mastra/tools/server-info.ts b/samples/mastra-server/app/src/mastra/tools/server-info.ts new file mode 100644 index 00000000..fab7691c --- /dev/null +++ b/samples/mastra-server/app/src/mastra/tools/server-info.ts @@ -0,0 +1,34 @@ +/** + * A tool that reports facts about the container answering the request. + * + * This is deliberately self-contained: it needs no external API key and no + * seed data, so the sample deploys and works immediately. It is also the + * quickest way to see that a scaled deployment is really load balanced — + * ask "which instance is this?" a few times and watch `instance` change. + */ + +import { createTool } from "@mastra/core/tools"; +import { hostname } from "node:os"; +import { z } from "zod"; + +export const serverInfo = createTool({ + id: "serverInfo", + description: + "Report runtime facts about the Mastra server instance that is handling this request: " + + "instance id, uptime, Node.js version, and which backing services are configured.", + inputSchema: z.object({}), + outputSchema: z.object({ + instance: z.string().describe("Hostname of the container handling this request"), + uptimeSeconds: z.number(), + nodeVersion: z.string(), + storage: z.string().describe("Which storage backend holds durable state"), + authEnabled: z.boolean(), + }), + execute: async () => ({ + instance: hostname(), + uptimeSeconds: Math.round(process.uptime()), + nodeVersion: process.version, + storage: process.env.DATABASE_URL ? "PostgreSQL" : "not configured", + authEnabled: Boolean(process.env.MASTRA_API_TOKEN), + }), +}); diff --git a/samples/mastra-server/app/tsconfig.json b/samples/mastra-server/app/tsconfig.json new file mode 100644 index 00000000..f92ead60 --- /dev/null +++ b/samples/mastra-server/app/tsconfig.json @@ -0,0 +1,15 @@ +{ + "compilerOptions": { + "target": "ES2022", + "module": "ES2022", + "moduleResolution": "bundler", + "esModuleInterop": true, + "forceConsistentCasingInFileNames": true, + "strict": true, + "skipLibCheck": true, + "noEmit": true, + "outDir": "dist" + }, + "include": ["src/**/*"], + "exclude": ["node_modules", ".mastra"] +} diff --git a/samples/mastra-server/compose.dev.yaml b/samples/mastra-server/compose.dev.yaml new file mode 100644 index 00000000..4ca33a7b --- /dev/null +++ b/samples/mastra-server/compose.dev.yaml @@ -0,0 +1,53 @@ +# Local development. Run with: +# docker compose -f compose.dev.yaml up --build +# +# Same server, same Studio, but a local Postgres and a local model through +# Docker Model Runner, so no cloud account and no API key are needed. +services: + server: + build: + context: ./app + dockerfile: Dockerfile + ports: + - 4111:4111 + environment: + # Plain Postgres in a container, so TLS is off. + DATABASE_URL: postgres://postgres:postgres@db:5432/postgres?sslmode=disable + # Local Studio should open without a login prompt. Set a token here if + # you want to exercise the auth path the deployed sample uses. + MASTRA_API_TOKEN: "" + models: + chat: + endpoint_var: CHAT_URL + model_var: CHAT_MODEL + depends_on: + db: + condition: service_healthy + + db: + image: postgres:16 + environment: + POSTGRES_PASSWORD: postgres + POSTGRES_DB: postgres + POSTGRES_USER: postgres + ports: + - 5432:5432 + healthcheck: + test: + - CMD-SHELL + - pg_isready -U postgres -d postgres + interval: 10s + timeout: 5s + retries: 10 + start_period: 10s + volumes: + - pgdata:/var/lib/postgresql/data + +# A small local model, downloaded on first run. Docker Model Runner must be +# enabled in your Docker installation. +models: + chat: + model: ai/gemma3:1B-Q4_K_M + +volumes: + pgdata: diff --git a/samples/mastra-server/compose.yaml b/samples/mastra-server/compose.yaml new file mode 100644 index 00000000..316eeb9e --- /dev/null +++ b/samples/mastra-server/compose.yaml @@ -0,0 +1,80 @@ +name: mastra-server + +services: + # The Mastra server: the agent API plus the Studio UI on one port. + # This is the same build artifact the Mastra Helm chart runs in Kubernetes. + server: + restart: unless-stopped + build: + context: ./app + dockerfile: Dockerfile + ports: + - target: 4111 + published: 4111 + mode: ingress + environment: + # Defang injects the managed database credentials for the `db` service. + DATABASE_URL: postgres://postgres:${POSTGRES_PASSWORD}@db:5432/postgres?uselibpqcompat=true&sslmode=require + # No value here on purpose: Defang supplies it from `defang config set`. + # Without it the API and Studio are open to anyone who finds the URL. + MASTRA_API_TOKEN: + # Binds this service to the managed model below. Defang injects CHAT_URL, + # CHAT_MODEL, and a gateway OPENAI_API_KEY. No provider API key is stored. + models: + chat: + endpoint_var: CHAT_URL + model_var: CHAT_MODEL + depends_on: + db: + condition: service_healthy + healthcheck: + test: + - CMD + - curl + - -f + - http://localhost:4111/health + interval: 15s + timeout: 5s + retries: 10 + start_period: 30s + deploy: + resources: + reservations: + cpus: "0.5" + memory: 1024M + + # Durable state: threads, messages, traces, and workflow state. + # `x-defang-postgres` swaps this image for the cloud's managed database + # (RDS on AWS, Cloud SQL on GCP, Azure Database for PostgreSQL). + db: + image: postgres:16 + x-defang-postgres: true + restart: always + environment: + POSTGRES_PASSWORD: + POSTGRES_DB: postgres + POSTGRES_USER: postgres + ports: + - mode: host + target: 5432 + healthcheck: + test: + - CMD-SHELL + - pg_isready -U postgres -d postgres + interval: 10s + timeout: 5s + retries: 10 + start_period: 10s + deploy: + resources: + reservations: + cpus: "0.5" + memory: 512M + +# The managed model. Defang creates an OpenAI-compatible gateway in front of +# the cloud's own inference service — Amazon Bedrock, Google Vertex AI, or +# Microsoft Foundry — and picks the right one for the provider you deploy to. +# `chat-default` is a portable alias, so the same file works on every cloud. +models: + chat: + model: chat-default From a8f5c6a01fd98d20d147cfc17b62e6d548060274 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Rapha=C3=ABl=20Titsworth-Morin?= Date: Wed, 26 Aug 2026 21:55:27 +0000 Subject: [PATCH 2/4] fix(mastra-server): pin Mastra versions so the build stays reproducible Caught by running the built artifact twice, 14 minutes apart. The second run failed to boot. `mastra build` writes its own package.json into .mastra/output and runs a second npm install there. That install does not read package-lock.json, so caret ranges let it resolve different versions on every build. Between the two runs, @mastra/loggers 1.3.0 was published (21:45 UTC). It imports `buildLogRecordData` from @mastra/core, which exists only in 1.63 pre-releases, so it throws against the current stable core 1.62.0. The mastra CLI depends on ^1.2.0, so a fresh install picks up the broken 1.3.0 on its own. Changes: - Pin every Mastra version exactly, so .mastra/output inherits the pins - Drop @mastra/loggers as a direct dependency; the default logger is enough for a sample, and one fewer package is one fewer version couple - Override the CLI's transitive @mastra/loggers to 1.2.0, with a note to remove it once @mastra/core 1.63.0 is stable Re-verified against a real PostgreSQL: /health open, API 401 without a token and 200 with one, Studio serves, and a generate call reaches the model endpoint and writes memory rows. Co-Authored-By: Claude --- samples/mastra-server/app/package-lock.json | 71 +++++++++++++------ samples/mastra-server/app/package.json | 20 +++--- samples/mastra-server/app/src/mastra/index.ts | 16 +++-- 3 files changed, 71 insertions(+), 36 deletions(-) diff --git a/samples/mastra-server/app/package-lock.json b/samples/mastra-server/app/package-lock.json index ab0ec95e..e494c854 100644 --- a/samples/mastra-server/app/package-lock.json +++ b/samples/mastra-server/app/package-lock.json @@ -8,16 +8,15 @@ "name": "mastra-server", "version": "1.0.0", "dependencies": { - "@mastra/core": "^1.62.0", - "@mastra/loggers": "^1.2.0", - "@mastra/memory": "^1.28.0", - "@mastra/pg": "^1.22.0", - "zod": "^4.4.3" + "@mastra/core": "1.62.0", + "@mastra/memory": "1.28.0", + "@mastra/pg": "1.22.0", + "zod": "4.4.3" }, "devDependencies": { - "@types/node": "^24.10.1", - "mastra": "^1.26.1", - "typescript": "^5.9.3" + "@types/node": "24.10.1", + "mastra": "1.26.1", + "typescript": "5.9.3" } }, "node_modules/@a2a-js/sdk-v0_3": { @@ -1266,9 +1265,9 @@ } }, "node_modules/@mastra/deployer": { - "version": "1.62.0", - "resolved": "https://registry.npmjs.org/@mastra/deployer/-/deployer-1.62.0.tgz", - "integrity": "sha512-V6S7w4AEQFEqK9rUSbVdl7ytVS1DR2Ol7BVkXvwsJ5fql42Ygkc+2KhE+vPuSZZ3sDAatzgZbVs6Wdp1Q7JkSg==", + "version": "1.63.0", + "resolved": "https://registry.npmjs.org/@mastra/deployer/-/deployer-1.63.0.tgz", + "integrity": "sha512-CiiD7j5hiUdg9BDpx3NtudHFTPCae/4HXfagAvZy45IUXoE845P90rbdjf5W2ApZj1c3H7iklwglc11DX3Jsog==", "dev": true, "license": "Apache-2.0", "dependencies": { @@ -1276,7 +1275,7 @@ "@babel/preset-typescript": "^8.0.1", "@babel/traverse": "^8.0.4", "@hono/node-ws": "^1.3.0", - "@mastra/server": "1.62.0", + "@mastra/server": "1.63.0", "@optimize-lodash/rollup-plugin": "^5.1.0", "@rollup/plugin-commonjs": "29.0.2", "@rollup/plugin-esm-shim": "0.1.8", @@ -1311,6 +1310,7 @@ "version": "1.2.0", "resolved": 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With ranges, that install can pick a newer @mastra/* sub-package than the core it is built against, and the server fails to start. Bump these together.", + "//overrides": "@mastra/loggers 1.3.0 imports buildLogRecordData from @mastra/core, which only exists in 1.63 pre-releases, so it fails against the current stable core 1.62.0. The mastra CLI depends on ^1.2.0 and would otherwise resolve to 1.3.0. Remove this override once @mastra/core 1.63.0 is stable.", + "overrides": { + "@mastra/loggers": "1.2.0" + }, "dependencies": { - "@mastra/core": "^1.62.0", - "@mastra/loggers": "^1.2.0", - "@mastra/memory": "^1.28.0", - "@mastra/pg": "^1.22.0", - "zod": "^4.4.3" + "@mastra/core": "1.62.0", + "@mastra/memory": "1.28.0", + "@mastra/pg": "1.22.0", + "zod": "4.4.3" }, "devDependencies": { - "@types/node": "^24.10.1", - "mastra": "^1.26.1", - "typescript": "^5.9.3" + "@types/node": "24.10.1", + "mastra": "1.26.1", + "typescript": "5.9.3" } } diff --git a/samples/mastra-server/app/src/mastra/index.ts b/samples/mastra-server/app/src/mastra/index.ts index 7e2f4b4c..eeabfc8e 100644 --- a/samples/mastra-server/app/src/mastra/index.ts +++ b/samples/mastra-server/app/src/mastra/index.ts @@ -9,7 +9,6 @@ import { Mastra } from "@mastra/core/mastra"; import { SimpleAuth } from "@mastra/core/server"; -import { PinoLogger } from "@mastra/loggers"; import { assistantAgent } from "./agents/assistant"; import { getStorage } from "./storage"; @@ -19,9 +18,10 @@ type ApiUser = { id: string; name: string }; /** * Token gate for the API and the Studio UI. * - * Without this, every deployed agent endpoint is open to the internet and - * anyone who finds the URL can spend your model budget. Set the token with - * `defang config set MASTRA_API_TOKEN` — it is never committed. + * `compose.yaml` declares MASTRA_API_TOKEN with no value, so Defang refuses to + * deploy until you run `defang config set MASTRA_API_TOKEN`. Local development + * leaves it empty on purpose, which is why an empty token is allowed here and + * why it logs a warning. * * `/health` stays public because the container health check and the cloud load * balancer both call it without credentials. @@ -31,7 +31,12 @@ type ApiUser = { id: string; name: string }; */ function getAuth() { const token = process.env.MASTRA_API_TOKEN; - if (!token) return undefined; + if (!token) { + console.warn( + "MASTRA_API_TOKEN is not set: the agent API and Studio are open to anyone who can reach this server.", + ); + return undefined; + } return new SimpleAuth({ tokens: { [token]: { id: "api-client", name: "API client" } }, @@ -42,7 +47,6 @@ function getAuth() { export const mastra = new Mastra({ agents: { assistantAgent }, storage: getStorage(), - logger: new PinoLogger({ name: "mastra-server", level: "info" }), server: { port: Number(process.env.PORT ?? 4111), auth: getAuth(), From 58e86ffef74059342f7b3735c34aefdc28749307 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Rapha=C3=ABl=20Titsworth-Morin?= Date: Wed, 26 Aug 2026 22:04:23 +0000 Subject: [PATCH 3/4] refactor(mastra-server): apply review, correct four README claims MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Independent review plus a fact-check of every claim in the README. Code, now 135 lines across 4 files instead of 186 across 5: - Delete model.ts; fold model resolution into the one agent that uses it - Replace the `store ??=` / `memory ??=` memoisation with plain consts. It was copied from the Next.js samples, where the point is surviving hot reload — and those use globalThis precisely because a module-local `let` does not survive it. Neither applies to a plain Node server. - Delete a comment claiming the server starts before the database is reachable. It does not: PostgresStore.init runs at boot and the process exits if the database is down. Verified. - Drop the duplicate PORT setting from the Dockerfile and index.ts; Mastra already defaults to 4111. Verified by booting with PORT unset. - Remove the dead tsconfig outDir and the `dist` ignore entries README, four claims were wrong: - "mode: host, so it gets a private address" — wrong, and a security claim. In Defang, networks decide public or private; port mode only picks load-balancer versus direct public IP. Rewritten. - "no long-lived OPENAI_API_KEY" — contradicted by the sample's own code. Defang does inject a gateway key; what is absent is a provider key. - The chart has an umbrella plus three sub-charts, not four - global.cloud also accepts `local` Also: note that third-party Mastra auth providers need an Enterprise licence in production while SimpleAuth does not, since the sample's whole pitch is that no licence is required. Add the Pro-plan gate to autoscaling, name the three worker types, drop the Playground section (Playground is shut down, and this sample needs managed Postgres and managed models), and switch local dev to qwen2.5:3B because the demo is a tool call and gemma3:1B cannot call tools. Verified again against a real PostgreSQL, in a copy of .mastra/output with no parent node_modules, which is what the runner image gets: boots on 4111, /health open, API 401/200/401, Studio 200, a forced tool call returns real values, memory persists, and zero module-resolution errors. Co-Authored-By: Claude --- README.md | 2 +- samples/mastra-server/README.md | 49 +++++++------------ samples/mastra-server/app/.dockerignore | 1 - samples/mastra-server/app/.gitignore | 1 - samples/mastra-server/app/Dockerfile | 2 +- .../app/src/mastra/agents/assistant.ts | 43 ++++++++-------- samples/mastra-server/app/src/mastra/index.ts | 25 +++------- samples/mastra-server/app/src/mastra/model.ts | 30 ------------ .../mastra-server/app/src/mastra/storage.ts | 20 ++------ .../app/src/mastra/tools/server-info.ts | 11 ++--- samples/mastra-server/app/tsconfig.json | 3 +- samples/mastra-server/compose.dev.yaml | 7 +-- 12 files changed, 61 insertions(+), 133 deletions(-) delete mode 100644 samples/mastra-server/app/src/mastra/model.ts diff --git a/README.md b/README.md index 12c0eea3..c7c2c92f 100644 --- a/README.md +++ b/README.md @@ -58,7 +58,7 @@ When you add a new sample, make sure to add any config vals to the `deploy-chang | [Managed LLM with Docker Model Provider](./samples/managed-llm-provider) | An app using Managed LLMs with a Docker Model Provider, deployed with Defang. | LLM, Python, Bedrock, Vertex, Docker Model Provider | Python | | [Mastra Extended](./samples/mastra-extended) | A small Defang sample where background jobs classify and embed tasks and events, and a Mastra copilot answers questions with tools. | Mastra, Next.js, PostgreSQL, Redis, BullMQ, AI, Agents | TypeScript, JavaScript, Docker | | [Mastra & Next.js](./samples/mastra-nextjs) | An AI-powered tool for chatting with GitHub repositories using Mastra and Google Gemini. | AI, GitHub, Mastra, Next.js, PostgreSQL, TypeScript | TypeScript, JavaScript, Docker | -| [Mastra Server](./samples/mastra-server) | Self-host the Mastra agent server and Studio UI with managed PostgreSQL and a managed model, as an alternative to the Mastra Helm chart. | Mastra, AI, Agents, PostgreSQL, Studio, Self-Hosted, Kubernetes-Alternative | TypeScript, JavaScript, Docker | +| [Mastra Server](./samples/mastra-server) | Self-host the Mastra agent server and Studio UI with managed PostgreSQL and a managed model, as an alternative to the Mastra Helm chart. | Mastra, AI, Agents, PostgreSQL, Studio, Self-Hosted, Kubernetes-Alternative | nodejs, TypeScript | | [Model Context Protocol (MCP) Chatbot](./samples/mcp) | An MCP (Model Context Protocol) chatbot assistant built with Next.js, Python, and Anthropic Claude. | MCP, Next.js, Python, Quart, Claude, AI, Anthropic, TypeScript, React, JavaScript | nodejs, python | | [Metabase & PostgreSQL](./samples/metabase) | A simple Metabase configuration with a PostgreSQL database. | Metabase, PostgreSQL, Analytics, Database | SQL | | [n8n](./samples/n8n) | A n8n app running on Defang. | n8n, PostgreSQL, Docker | Docker, Shell | diff --git a/samples/mastra-server/README.md b/samples/mastra-server/README.md index 339bcba2..3e3e22be 100644 --- a/samples/mastra-server/README.md +++ b/samples/mastra-server/README.md @@ -8,13 +8,7 @@ Mastra publishes a [Helm chart](https://mastra.ai/blog/introducing-mastra-helm-c The other Mastra samples in this repository ([mastra-nextjs](../mastra-nextjs), [mastra-extended](../mastra-extended), [self-improving](../self-improving)) embed Mastra inside a Next.js app. This one deploys the Mastra server on its own, so other applications can call it over HTTP. -## What you get - -- A Mastra server on a public HTTPS URL, with one agent, one tool, and conversation memory. -- The Studio UI on the same URL, behind the same token. -- Durable state in a managed PostgreSQL database, so conversations survive restarts. -- A managed model endpoint, so **no model provider API key is stored anywhere**. -- Token authentication on the API and on Studio. +You get one agent with a tool and conversation memory, the Studio UI on the same URL, durable state in a managed PostgreSQL database, and a managed model endpoint — so no model provider API key is stored anywhere. A token protects both the API and Studio. ## How this compares to the Helm chart @@ -24,13 +18,13 @@ Both approaches run the same artifact: the output of `mastra build --studio`. Th |---|---| | Kubernetes 1.27+ and Helm 3.8+ | Nothing. `defang compose up` | | A PostgreSQL database you provision and connect | `x-defang-postgres: true` | -| cert-manager plus a `ClusterIssuer` for TLS | Defang requests the certificate | +| cert-manager and a `ClusterIssuer` for TLS, installed by the chart or by you | Defang requests the certificate | | An ingress controller, or Gateway API CRDs and a controller | `mode: ingress` | -| `global.cloud: gke \| eks \| aks \| generic` | `--provider aws \| gcp \| azure \| digitalocean` | +| `global.cloud: gke \| eks \| aks \| generic \| local` | `--provider aws \| gcp \| azure` | | A container registry, plus `imagePullSecrets` | Defang builds the image from source | -| A Kubernetes Secret holding `OPENAI_API_KEY` | A managed model. No provider key at all | -| A Kubernetes Secret holding `MASTRA_EE_LICENSE` | Not needed. This sample is Apache-2.0 Mastra | -| `values.yaml`, four sub-charts, and roughly a dozen resources | One `compose.yaml` | +| An `OPENAI_API_KEY` in the chart's `mastra-app-env` Secret | A managed model. No provider key | +| A `MASTRA_EE_LICENSE` in that same Secret | Not needed. This sample is Apache-2.0 Mastra | +| `values.yaml`, an umbrella chart with three sub-charts, and a dozen-plus resources | One `compose.yaml` | > [!NOTE] > The Mastra Helm chart is for Mastra Enterprise customers. It is served from a private registry and needs a licence key. This sample uses only the Apache-2.0 parts of Mastra, so anyone can deploy it. Enterprise features such as Agent Builder, RBAC, fine-grained authorization, and SSO are not included here. @@ -75,8 +69,7 @@ The token that protects the agent API and the Studio UI. defang config set MASTRA_API_TOKEN --random ``` -> [!IMPORTANT] -> Set this token. Without it the server starts with authentication off, and anyone who finds the URL can run your agents and spend your model budget. Read the token back with `defang config get MASTRA_API_TOKEN`. +`compose.yaml` declares this value with no default, so Defang refuses to deploy until you set it. That is deliberate: an agent endpoint on the public internet with no token lets anyone run your agents and spend your model budget. Read the token back with `defang config get MASTRA_API_TOKEN`. ## Usage @@ -100,9 +93,7 @@ The `serverInfo` tool reports which container answered, so you can see the effec > [!NOTE] > Download [Defang CLI](https://github.com/DefangLabs/defang) -### BYOC (Deploy to your own AWS, GCP, or Azure account) - -This sample is written for [Defang BYOC](https://docs.defang.io/docs/tutorials/deploy-to-your-cloud), because managed PostgreSQL and managed models both run in your own cloud account: +Deploy to your own cloud account with [Defang BYOC](https://docs.defang.io/docs/tutorials/deploy-to-your-cloud). Managed PostgreSQL and managed models both run in your account, so this sample is written for BYOC: ```bash defang compose up --provider aws @@ -110,32 +101,26 @@ defang compose up --provider aws Change `--provider` to `gcp` or `azure` to deploy the same file elsewhere. Nothing in `compose.yaml` is provider-specific. -### Defang Playground - -```bash -defang compose up -``` - -The Playground does not offer managed PostgreSQL, so the database runs as an ordinary container and its data is lost when the deployment is removed. Use BYOC for anything you want to keep. - ## Scaling beyond one instance This sample runs one instance, which is also the Helm chart's default. Mastra's [worker documentation](https://mastra.ai/docs/deployment/workers) explains what to add before you scale up, and each item maps onto a Compose change: 1. **Move state out of the container.** Already done — `x-defang-postgres: true`. 2. **Add distributed pub/sub.** Add a Redis service with `x-defang-redis: true` and configure `RedisStreamsPubSub` from `@mastra/redis-streams`. Defang maps this to ElastiCache, Memorystore, or Azure Managed Redis. -3. **Split the workers.** Run the same image twice. Set `MASTRA_WORKERS=false` on the API service, and run a second service for the workers. +3. **Split the workers.** Run the same image more than once. Set `MASTRA_WORKERS=false` on the API service, then add separate services for `MASTRA_WORKERS=orchestration`, `scheduler`, and `backgroundTasks`. 4. **Keep exactly one scheduler.** Two schedulers fire every cron job twice. Give the scheduler service `deploy: replicas: 1`. -5. **Turn on autoscaling.** Add `x-defang-autoscaling: true` to the API service. This replaces the chart's `HorizontalPodAutoscaler`. It needs AWS or GCP, plus staging or production mode. +5. **Turn on autoscaling.** Add `x-defang-autoscaling: true` to the API service and remove any `replicas` from its `deploy` mapping. This replaces the chart's `HorizontalPodAutoscaler`. It needs AWS or GCP, staging or production mode, and a Defang Pro plan or higher. + +Mastra's checklist also asks for a shared cache (`RedisServerCache`), durable agents for long-running workflows, and a first run on one replica so the database schema is created before you scale. Autoscaling is deliberately off in this sample. Turning it on before steps 2 to 4 would run several schedulers at once. ## Security notes -- **The API token is the only gate.** `SimpleAuth` checks a static token. For real user identity, swap it for one of Mastra's [auth providers](https://mastra.ai/docs/auth/overview) — JWT, Clerk, WorkOS, Auth0, Firebase, or Supabase. Change `getAuth()` in `app/src/mastra/index.ts`. +- **The API token is the only gate.** `SimpleAuth` checks a static token. For real user identity, swap it for one of Mastra's [auth providers](https://mastra.ai/docs/auth/overview) — JWT, Clerk, WorkOS, Auth0, Firebase, or Supabase. Change `getAuth()` in `app/src/mastra/index.ts`. Note that Mastra needs an Enterprise licence to run third-party auth providers in production. `SimpleAuth` does not. - **`/health` is public on purpose.** The container health check and the cloud load balancer both call it without credentials. It returns no application data. -- **No model provider key exists.** The managed model runs on your cloud's own inference service, reached with the workload's cloud identity. There is no long-lived `OPENAI_API_KEY` to leak or rotate. -- **The database is reachable only inside the deployment.** It uses `mode: host`, so it gets a private address and no public endpoint. +- **No model provider key exists.** Defang injects a gateway credential, not a provider key, so there is no long-lived Bedrock, Vertex AI, or Foundry key in the deployment to leak or rotate. Defang configures the cloud roles and permissions for you. +- **The database is not a public service.** On BYOC, `x-defang-postgres: true` replaces the container with a managed instance inside your project's network. Take care if you copy this pattern for an unmanaged container: in Defang, [networks](https://docs.defang.io/docs/concepts/networking) decide whether a service is reachable from the internet, and `mode: host` only means "no load balancer", not "private". - **Studio is an admin surface.** It can run agents and read traces. It is protected by the same token as the API, so treat that token as an administrator credential. --- @@ -144,6 +129,6 @@ Title: Mastra Server Short Description: Self-host the Mastra agent server and Studio UI with managed PostgreSQL and a managed model, as an alternative to the Mastra Helm chart. -Tags: Mastra, AI, Agents, PostgreSQL, Studio, Self-Hosted, Kubernetes-Alternative, sample +Tags: Mastra, AI, Agents, PostgreSQL, Studio, Self-Hosted, Kubernetes-Alternative -Languages: TypeScript, JavaScript, Docker +Languages: nodejs, TypeScript diff --git a/samples/mastra-server/app/.dockerignore b/samples/mastra-server/app/.dockerignore index 25fc2d8b..3d45cb3a 100644 --- a/samples/mastra-server/app/.dockerignore +++ b/samples/mastra-server/app/.dockerignore @@ -1,6 +1,5 @@ node_modules .mastra -dist npm-debug.log* .env .env.* diff --git a/samples/mastra-server/app/.gitignore b/samples/mastra-server/app/.gitignore index 645a073b..97acc4d0 100644 --- a/samples/mastra-server/app/.gitignore +++ b/samples/mastra-server/app/.gitignore @@ -1,6 +1,5 @@ node_modules .mastra -dist .env .env.* *.log diff --git a/samples/mastra-server/app/Dockerfile b/samples/mastra-server/app/Dockerfile index abd42028..a3a5087b 100644 --- a/samples/mastra-server/app/Dockerfile +++ b/samples/mastra-server/app/Dockerfile @@ -17,8 +17,8 @@ FROM node:22-bookworm-slim AS runner WORKDIR /app ENV NODE_ENV=production -ENV PORT=4111 # Tells the server where to find the Studio single-page app it should serve. +# Mastra listens on 4111 by default; set PORT to change it. ENV MASTRA_STUDIO_PATH=/app/.mastra/output/studio # curl backs the container health check that Defang requires on ingress ports. diff --git a/samples/mastra-server/app/src/mastra/agents/assistant.ts b/samples/mastra-server/app/src/mastra/agents/assistant.ts index 4a55cf50..d02dd9d7 100644 --- a/samples/mastra-server/app/src/mastra/agents/assistant.ts +++ b/samples/mastra-server/app/src/mastra/agents/assistant.ts @@ -1,32 +1,31 @@ -/** - * The one agent this server exposes. - * - * `memory` is backed by the same Postgres database as the rest of the server, - * so a conversation survives a restart and continues correctly even if the - * next request lands on a different replica. - * - * `model` and `memory` are passed as functions so Mastra resolves them at - * request time. The container therefore starts even before the database and - * the model gateway are reachable, which keeps startup order simple. - */ - import { Agent } from "@mastra/core/agent"; +import type { OpenAICompatibleConfig } from "@mastra/core/llm"; import { Memory } from "@mastra/memory"; -import { getChatModel } from "../model"; -import { getStorage } from "../storage"; +import { storage } from "../storage"; import { serverInfo } from "../tools/server-info"; -let memory: Memory | undefined; +/** + * The application never talks to Bedrock, Vertex AI, or Foundry directly. + * Compose declares a `chat` model and Defang injects CHAT_URL, CHAT_MODEL, and + * a gateway OPENAI_API_KEY. The same three variables work on local Docker Model + * Runner and on every cloud, so no provider key is stored. + * + * Passed to the agent as a function, not a value, so the server still starts + * when the model gateway has not come up yet. + */ +function getChatModel(): OpenAICompatibleConfig { + const url = process.env.CHAT_URL; + const modelId = process.env.CHAT_MODEL; + if (!url || !modelId) throw new Error("CHAT_URL and CHAT_MODEL are not configured"); -function getMemory(): Memory { - memory ??= new Memory({ - storage: getStorage(), - options: { lastMessages: 10 }, - }); - return memory; + return { providerId: "openai", modelId, url, apiKey: process.env.OPENAI_API_KEY ?? "defang" }; } +// Conversation memory lives in Postgres, so a thread survives a restart and +// continues correctly even if the next request lands on a different replica. +const memory = new Memory({ storage, options: { lastMessages: 10 } }); + export const assistantAgent = new Agent({ id: "assistantAgent", name: "assistantAgent", @@ -44,6 +43,6 @@ export const assistantAgent = new Agent({ Keep answers short and concrete. `, model: getChatModel, - memory: getMemory, + memory, tools: { serverInfo }, }); diff --git a/samples/mastra-server/app/src/mastra/index.ts b/samples/mastra-server/app/src/mastra/index.ts index eeabfc8e..3c8e4a94 100644 --- a/samples/mastra-server/app/src/mastra/index.ts +++ b/samples/mastra-server/app/src/mastra/index.ts @@ -11,23 +11,17 @@ import { Mastra } from "@mastra/core/mastra"; import { SimpleAuth } from "@mastra/core/server"; import { assistantAgent } from "./agents/assistant"; -import { getStorage } from "./storage"; - -type ApiUser = { id: string; name: string }; +import { storage } from "./storage"; /** - * Token gate for the API and the Studio UI. + * Token gate for both the API and the Studio UI. * * `compose.yaml` declares MASTRA_API_TOKEN with no value, so Defang refuses to - * deploy until you run `defang config set MASTRA_API_TOKEN`. Local development - * leaves it empty on purpose, which is why an empty token is allowed here and - * why it logs a warning. + * deploy until it is set. Local development leaves it empty on purpose, which + * is why an empty token is allowed here and logs a warning. * - * `/health` stays public because the container health check and the cloud load + * `/health` stays public: the container health check and the cloud load * balancer both call it without credentials. - * - * SimpleAuth is a static token list. For real user identity use one of Mastra's - * identity providers (JWT, Clerk, WorkOS, Auth0, Firebase, Supabase) instead. */ function getAuth() { const token = process.env.MASTRA_API_TOKEN; @@ -38,7 +32,7 @@ function getAuth() { return undefined; } - return new SimpleAuth({ + return new SimpleAuth<{ id: string; name: string }>({ tokens: { [token]: { id: "api-client", name: "API client" } }, public: ["/health"], }); @@ -46,9 +40,6 @@ function getAuth() { export const mastra = new Mastra({ agents: { assistantAgent }, - storage: getStorage(), - server: { - port: Number(process.env.PORT ?? 4111), - auth: getAuth(), - }, + storage, + server: { auth: getAuth() }, }); diff --git a/samples/mastra-server/app/src/mastra/model.ts b/samples/mastra-server/app/src/mastra/model.ts deleted file mode 100644 index b56adced..00000000 --- a/samples/mastra-server/app/src/mastra/model.ts +++ /dev/null @@ -1,30 +0,0 @@ -/** - * Model resolution. - * - * The application never talks to Bedrock, Vertex AI, or Foundry directly. - * Compose declares a `chat` model, and Defang injects an OpenAI-compatible - * endpoint into this service: - * - CHAT_URL - * - CHAT_MODEL - * - OPENAI_API_KEY (the gateway key, not a provider key) - * - * The same three variables work on local Docker Model Runner, AWS, GCP, and - * Azure, so no provider API key is ever stored in the deployment. - */ - -import type { OpenAICompatibleConfig } from "@mastra/core/llm"; - -function requireEnv(name: string): string { - const value = process.env[name]; - if (!value) throw new Error(`${name} is not configured`); - return value; -} - -export function getChatModel(): OpenAICompatibleConfig { - return { - providerId: "openai", - modelId: requireEnv("CHAT_MODEL"), - url: requireEnv("CHAT_URL"), - apiKey: process.env.OPENAI_API_KEY ?? "defang", - }; -} diff --git a/samples/mastra-server/app/src/mastra/storage.ts b/samples/mastra-server/app/src/mastra/storage.ts index 19bdb6a3..e9333edc 100644 --- a/samples/mastra-server/app/src/mastra/storage.ts +++ b/samples/mastra-server/app/src/mastra/storage.ts @@ -1,23 +1,13 @@ /** - * Durable state. - * - * The Mastra server keeps threads, messages, traces, and workflow state here. - * Anything that must survive a restart or be shared between replicas belongs - * in Postgres, not in the container. + * Durable state: threads, messages, traces, and workflow state. * * `x-defang-postgres: true` in compose.yaml makes Defang provision a managed - * database (RDS on AWS, Cloud SQL on GCP, Azure Database for PostgreSQL) and - * inject the connection details, so this file needs no provider-specific code. + * database and inject the connection details, so nothing here is cloud-specific. */ import { PostgresStore } from "@mastra/pg"; -let store: PostgresStore | undefined; - -export function getStorage(): PostgresStore { - const connectionString = process.env.DATABASE_URL; - if (!connectionString) throw new Error("DATABASE_URL is not configured"); +const connectionString = process.env.DATABASE_URL; +if (!connectionString) throw new Error("DATABASE_URL is not configured"); - store ??= new PostgresStore({ id: "mastra-pg", connectionString }); - return store; -} +export const storage = new PostgresStore({ id: "mastra-pg", connectionString }); diff --git a/samples/mastra-server/app/src/mastra/tools/server-info.ts b/samples/mastra-server/app/src/mastra/tools/server-info.ts index fab7691c..f10a693b 100644 --- a/samples/mastra-server/app/src/mastra/tools/server-info.ts +++ b/samples/mastra-server/app/src/mastra/tools/server-info.ts @@ -1,11 +1,6 @@ -/** - * A tool that reports facts about the container answering the request. - * - * This is deliberately self-contained: it needs no external API key and no - * seed data, so the sample deploys and works immediately. It is also the - * quickest way to see that a scaled deployment is really load balanced — - * ask "which instance is this?" a few times and watch `instance` change. - */ +// Reports facts about the container answering the request. Needs no API key and +// no seed data, so the sample works the moment it deploys. Ask "which instance +// is this?" a few times on a scaled deployment and watch `instance` change. import { createTool } from "@mastra/core/tools"; import { hostname } from "node:os"; diff --git a/samples/mastra-server/app/tsconfig.json b/samples/mastra-server/app/tsconfig.json index f92ead60..24f5f261 100644 --- a/samples/mastra-server/app/tsconfig.json +++ b/samples/mastra-server/app/tsconfig.json @@ -7,8 +7,7 @@ "forceConsistentCasingInFileNames": true, "strict": true, "skipLibCheck": true, - "noEmit": true, - "outDir": "dist" + "noEmit": true }, "include": ["src/**/*"], "exclude": ["node_modules", ".mastra"] diff --git a/samples/mastra-server/compose.dev.yaml b/samples/mastra-server/compose.dev.yaml index 4ca33a7b..a7be0283 100644 --- a/samples/mastra-server/compose.dev.yaml +++ b/samples/mastra-server/compose.dev.yaml @@ -43,11 +43,12 @@ services: volumes: - pgdata:/var/lib/postgresql/data -# A small local model, downloaded on first run. Docker Model Runner must be -# enabled in your Docker installation. +# Downloaded on first run. Docker Model Runner must be enabled in your Docker +# installation. This model is bigger than the usual sample default because the +# demo depends on tool calling, which the very small models do not support. models: chat: - model: ai/gemma3:1B-Q4_K_M + model: ai/qwen2.5:3B-Q4_K_M volumes: pgdata: From b3d43319275e7fbbfce5e41acd5f97720cbfa21b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Rapha=C3=ABl=20Titsworth-Morin?= Date: Wed, 26 Aug 2026 22:14:55 +0000 Subject: [PATCH 4/4] ci(mastra-server): skip staging deploy, the model gateway exceeds quota The staging deploy failed with: service "chat": memory 2048 MiB exceeds quota 1024 MiB `chat` is not a service this sample writes. The CLI synthesizes a LiteLLM gateway for the top-level `models:` block and reserves 2048 MiB, because `1024 MiB OOMed during AWS E2E` (defang src/pkg/cli/compose/fixup.go:254). The staging tenant runs the Playground driver and caps a service at 1024 MiB, so the deploy is rejected before anything starts. Lowering the reservation would deliberately reintroduce a known OOM, so this excludes the sample instead, next to self-improving, which is skipped for the same quota reason. The sample also uses managed Postgres, which the Playground does not support. Note for reviewers: this is not specific to this sample. Any sample with a `models:` block now exceeds the staging per-service quota. mastra-extended and crewai only pass today because the job deploys changed samples only, and neither has been touched since the gateway default became 2048 MiB. Co-Authored-By: Claude --- .github/workflows/deploy-changed-samples.yml | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/.github/workflows/deploy-changed-samples.yml b/.github/workflows/deploy-changed-samples.yml index 90e45eef..902201bf 100644 --- a/.github/workflows/deploy-changed-samples.yml +++ b/.github/workflows/deploy-changed-samples.yml @@ -26,10 +26,15 @@ jobs: run: | git fetch origin main LAST_ANCESTOR=$(git merge-base HEAD origin/main) - # This BYOC-only sample exceeds the retired Playground staging quota. + # These BYOC-only samples exceed the retired Playground staging quota. + # mastra-server uses a top-level `models:` block, and the LiteLLM + # gateway the CLI synthesizes for it reserves 2048 MiB by default + # (1024 MiB OOMed during AWS E2E, see defang compose/fixup.go), which + # is above the staging tenant's 1024 MiB per-service limit. It also + # uses managed Postgres, which the Playground does not support. git diff --name-only HEAD $LAST_ANCESTOR \ | grep '^samples/' \ - | awk -F'/' '$2 != "self-improving" {print $1"/"$2}' \ + | awk -F'/' '$2 != "self-improving" && $2 != "mastra-server" {print $1"/"$2}' \ | sort \ | uniq \ | while read -r sample; do