{"catalogRevision":"cat_f13ab9a494120b5e","recipeId":"page:recipes:ai-workflow-runner:spring-boot:persistent-state","recipeRevision":"r1","canonicalPath":"/recipes/ai-workflow-runner/spring-boot/persistent-state","label":"Host ai workflow runner with Spring Boot: Postgres-backed state","family":"Workload recipe","summary":"Deploy a ai workflow runner built with Spring Boot on Ample using the durable job state pattern. Compute runs the app in an isolated microVM behind a public HTTPS URL, a managed PostgreSQL 16 database is auto-provisioned and injected as DATABASE_URL. Verified on Spring Boot: a jobs table with a state and attempts counter, processing inside a row-locked transaction, and a second run that is a no-op (job=done attempts=1 idempotent=true). Not separately tested: your job types, payload schema and retry policy; treat the ai workflow runner-specific behavior as your application code.","representativeQueries":["Host ai workflow runner with Spring Boot: Postgres-backed state","Where can I host AI workflow runner built with Spring Boot?","I need a durable state schema and retry/recovery semantics implemented by application code."],"breadcrumbIds":["discovery","workload","workload:agents-and-backends","workload:ai-workflow-runner","page:recipes:ai-workflow-runner:spring-boot:persistent-state"],"breadcrumbs":[{"id":"discovery","label":"Agent hosting discovery","canonicalPath":"/discover/discovery","kind":"root"},{"id":"workload","label":"Applications and workloads","canonicalPath":"/discover/workload","kind":"facet"},{"id":"workload:agents-and-backends","label":"Agents and backends","canonicalPath":"/discover/workload/agents-and-backends","kind":"group"},{"id":"workload:ai-workflow-runner","label":"AI workflow runner","canonicalPath":"/discover/workload/ai-workflow-runner","kind":"atom"},{"id":"page:recipes:ai-workflow-runner:spring-boot:persistent-state","label":"Host ai workflow runner with Spring Boot: Postgres-backed state","canonicalPath":"/recipes/ai-workflow-runner/spring-boot/persistent-state","kind":"recipe"}],"parentIds":["workload:ai-workflow-runner","stack:framework-spring-boot","pattern:durable-job-state","intent:deploy-ai-app"],"parents":[{"id":"workload:ai-workflow-runner","label":"AI workflow runner","canonicalPath":"/discover/workload/ai-workflow-runner","kind":"atom"},{"id":"stack:framework-spring-boot","label":"Spring Boot","canonicalPath":"/discover/stack/framework-spring-boot","kind":"atom"},{"id":"pattern:durable-job-state","label":"Durable job state","canonicalPath":"/discover/pattern/durable-job-state","kind":"atom"},{"id":"intent:deploy-ai-app","label":"Deploy AI app","canonicalPath":"/discover/intent/deploy-ai-app","kind":"atom"}],"resourceRequirements":["primitive:compute","primitive:postgres"],"infrastructureRequirements":[{"primitiveId":"primitive:compute","label":"Compute","canonicalPath":"/discover/primitive/compute","status":"verified","summary":"Apps run in isolated x86_64 Firecracker microVMs that auto-pause when idle and wake on request; sizes are the priced VM sizes."},{"primitiveId":"primitive:postgres","label":"Postgres","canonicalPath":"/discover/primitive/postgres","status":"verified","summary":"Managed PostgreSQL 16 runs in its own microVM and is auto-provisioned when an app needs a database and no DATABASE_URL is supplied."}],"framework":"Spring Boot","workload":"AI workflow runner","releaseStatus":"published","supportStatus":"verified","executionStatus":"ready","docsOnly":false,"prerequisites":["A Spring Boot project that builds and starts with the documented commands (./mvnw -q -DskipTests package (or the Gradle wrapper) producing one application jar, then java -jar on the jvm-21 template (Temurin JDK 21) with server.port read from PORT)","A PostgreSQL driver reading DATABASE_URL at runtime (auto-provisioned when omitted, or supplied with --env)","An Ample account token with servers:write, databases:read"],"testedConfiguration":{"template":"jvm-21","runtime":"java","size":"s-1vcpu-2gb","build":"./mvnw -q -DskipTests package","start":"java -jar $(ls target/*.jar | grep -v -- '-plain' | head -n 1)"},"inputSchema":{"additionalProperties":false,"properties":{"env":{"description":"Encrypted environment variables (bucket credentials, secrets)","items":{"pattern":"^[A-Z][A-Z0-9_]*=.*$","type":"string"},"maxItems":50,"type":"array"},"name":{"description":"App name","maxLength":63,"minLength":1,"pattern":"^[a-z0-9-]+$","type":"string"},"path":{"description":"Project directory or ample.toml service","maxLength":512,"minLength":1,"type":"string"},"release_command":{"description":"Migration command run before activation","maxLength":512,"type":"string"}},"required":["name","path"],"type":"object"},"outputSchema":null,"workflowSteps":[{"title":"Build and start","body":"./mvnw -q -DskipTests package (or the Gradle wrapper) producing one application jar, then java -jar on the jvm-21 template (Temurin JDK 21) with server.port read from PORT. The server must bind 0.0.0.0 on PORT."},{"title":"Implement the pattern on PostgreSQL","body":"The fixture's module implements durable job state: a jobs table with a state and attempts counter, processing inside a row-locked transaction, and a second run that is a no-op (job=done attempts=1 idempotent=true). Copy the approach into your schema; keep migrations idempotent and run them with --release-command."},{"title":"Deploy","body":"Run the synchronous deploy once and read the result (exit 0 live, 1 failed, 2 blocked). Re-running with no change is a no-op.","command":"ample deploy . --name <app-name> --public"},{"title":"Verify","body":"Fetch the live URL and the pattern self-test route(s) (/p/durable-job-state) from the example; then run your own checks. On failure read `ample logs <deployment_id> --kind build` then `--kind runtime`.","command":"ample logs <deployment_id> --kind build"}],"examples":[{"title":"Spring Boot pattern fixture","description":"Multi-pattern Spring Boot app whose durable job state module was checked live; the module is under tests/deploy-canaries/_pattern-modules.","sourceRef":"tests/deploy-canaries/spring-boot-patterns"}],"successChecks":[{"description":"app responds on its public URL","kind":"http_get","path":"/","expect":"ample canary spring boot patterns"},{"description":"durable-job-state self-test","kind":"http_get","path":"/p/durable-job-state","expect":"job=done attempts=1 idempotent=true"}],"limitations":["Verified on the jvm-21 template at s-1vcpu-2gb with the example fixture; other sizes, templates and Spring Boot major versions are not verified.","The ai workflow runner itself (your job types, payload schema and retry policy) is application code and was not separately tested; the pattern checks are what was verified.","Region, compliance attestations and request-duration limits are unknown and not claimed.","Apps auto-pause when idle and wake on the next request; always-on is an operator setting, not a plan feature.","Managed PostgreSQL 16 only; extensions, connection limits and backup or restore procedures are not verified; apps and their databases are placed together."],"costEstimate":{"currency":"USD","monthlyAmount":10.0,"authoritative":true,"basis":"size prices from pricing.toml (loaded by the API) at build revision 7cf090725a6f16dd91af7d28356fe72c1b404d6e","components":[{"name":"app server","size":"s-1vcpu-1gb","quantity":1.0,"monthlyAmount":5.0},{"name":"managed PostgreSQL database","size":"s-1vcpu-1gb","quantity":1.0,"monthlyAmount":5.0}],"note":"Always-on monthly price of the tested sizes; apps and databases auto-pause when idle. Buckets are allocation-priced per quota and not included."},"evidenceSummary":[{"kind":"canary_run","summary":"Spring Boot pattern fixture deployed on Ample (./mvnw -q -DskipTests package (or the Gradle wrapper) producing one application jar, then java -jar on the jvm-21 template (Temurin JDK 21) with server.port read from PORT); checks passed for durable-job-state and configuration-secrets. Pattern proof: a jobs table with a state and attempts counter, processing inside a row-locked transaction, and a second run that is a no-op (job=done attempts=1 idempotent=true).","observedAt":"2026-09-21T02:34:39Z","implementationRevision":"1d28ae0 (CLI 0.1.21)","expiresAt":"2027-03-20T02:34:39Z","scope":{"checks":["/p/durable-job-state"],"pattern":"pattern:durable-job-state","template":"jvm-21"}},{"kind":"canary_run","summary":"The same Spring Boot app deployed with a --release-command migration; the marker it created was readable after activation.","observedAt":"2026-09-20T22:49:19Z","implementationRevision":"af6f45adea26 (CLI af6f45a)","expiresAt":"2027-03-19T22:49:19Z","scope":{"pattern":"pattern:durable-job-state"}}],"lastVerifiedAt":"2026-09-21T02:34:39Z","mcpBinding":{"registryRef":"mcp:ample_deploy","toolName":"ample_deploy","schemaHash":"876465fce906da0c224d62961d3343064108ebe30af80cf1b87094974e948853","observedAt":"2026-09-22T00:31:22.774679+00:00","implementationRevision":"e6446ceea69b","requiredScopes":["servers:write","databases:read"],"bindingState":"current"},"unknowns":["region availability is unknown until a verified region fact is recorded","compliance attestations are unknown; none are claimed"],"formats":{"html":"https://ample.computer/recipes/ai-workflow-runner/spring-boot/persistent-state","markdown":"https://ample.computer/recipes/ai-workflow-runner/spring-boot/persistent-state.md","json":"https://api.ample.computer/v1/catalog/recipes/page%3Arecipes%3Aai-workflow-runner%3Aspring-boot%3Apersistent-state"},"nextActions":[{"actionId":"browse-catalog","label":"Browse the catalog index","operationId":"catalog_index","method":"GET","relativePath":"/v1/catalog","origin":"api","parameters":{},"requiresAuthentication":false,"requiresApproval":false},{"actionId":"search-recipes","label":"Search published recipes by intent, stack and constraints","operationId":"search_recipes","method":"POST","relativePath":"/v1/catalog/search","origin":"api","parameters":{"body":{"limit":5,"query":"Host ai workflow runner with Spring Boot: Postgres-backed state"}},"requiresAuthentication":false,"requiresApproval":false},{"actionId":"plan:page:recipes:ai-workflow-runner:spring-boot:persistent-state","label":"Prepare a side-effect-free deployment plan for an authorized project","operationId":"plan_deployment","method":"POST","relativePath":"/v1/catalog/plan","origin":"api","parameters":{"body":{"inputs":{},"projectId":"<workspace or server id you own>","recipeId":"page:recipes:ai-workflow-runner:spring-boot:persistent-state","recipeRevision":"r1"}},"requiresAuthentication":true,"requiresApproval":false},{"actionId":"auth-setup","label":"Read the existing agent authentication setup","operationId":"existing_auth_setup","method":"GET","relativePath":"/mcp/setup","origin":"api","parameters":{},"requiresAuthentication":false,"requiresApproval":false},{"actionId":"browse:workload:ai-workflow-runner","label":"Browse AI workflow runner","operationId":"browse_node","method":"GET","relativePath":"/v1/catalog/nodes/workload%3Aai-workflow-runner","origin":"api","parameters":{"nodeId":"workload:ai-workflow-runner"},"requiresAuthentication":false,"requiresApproval":false},{"actionId":"browse:stack:framework-spring-boot","label":"Browse Spring Boot","operationId":"browse_node","method":"GET","relativePath":"/v1/catalog/nodes/stack%3Aframework-spring-boot","origin":"api","parameters":{"nodeId":"stack:framework-spring-boot"},"requiresAuthentication":false,"requiresApproval":false},{"actionId":"browse:pattern:durable-job-state","label":"Browse Durable job state","operationId":"browse_node","method":"GET","relativePath":"/v1/catalog/nodes/pattern%3Adurable-job-state","origin":"api","parameters":{"nodeId":"pattern:durable-job-state"},"requiresAuthentication":false,"requiresApproval":false},{"actionId":"browse:intent:deploy-ai-app","label":"Browse Deploy AI app","operationId":"browse_node","method":"GET","relativePath":"/v1/catalog/nodes/intent%3Adeploy-ai-app","origin":"api","parameters":{"nodeId":"intent:deploy-ai-app"},"requiresAuthentication":false,"requiresApproval":false}]}