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Golemry: Unattended Agent Jobs
Learn how to reliably run agent jobs in production using a system with scoping, isolation, and an overseer for reviewed execution.
Golemry is a system that turns a task you describe to your agent (Claude, Claude Code, any MCP client) into a recurring cloud job, with an overseer layer that reviews every run. Live, I’ll create and trigger a job through MCP, watch the agent execution stream in real time, and end on the overseer’s verdict for that run. I will also show code around the agentic isolation, as well as my general coding setup for AI assisted coding.
Golemry automates scheduled cloud-based AI research agents with email delivery.
- Cloudflare WorkersDeploy serverless code instantly on Cloudflare's global network, executing with zero cold starts via V8 isolates for ultra-low latency.Cloudflare Workers is your serverless compute platform: run JavaScript, TypeScript, or WebAssembly directly on Cloudflare's global edge network. Leveraging the V8 engine and its isolate architecture ensures near-instant startup (zero cold starts), delivering ultra-low latency to users in over 330 cities. Use Workers to deploy fast edge logic—from custom API gateways and request routing to modifying responses and running AI inference—without managing a single server.
- MastraMastra: The open-source TypeScript framework for building and scaling AI agents, featuring durable workflows, RAG, and a unified router for 40+ LLM providers (OpenAI, Gemini).Mastra is the leading open-source TypeScript framework for AI agents, launched in 2024 by Gatsby veterans Sam Bhagwat, Shane Thomas, and Abhi Aiyer. This structured platform streamlines AI engineering: it provides autonomous Agents, graph-based Workflows for complex orchestration, and RAG pipelines for grounded responses. The unified model router connects to 40+ LLM providers (e.g., OpenAI, Gemini). Backed by $13M from investors like Y Combinator, Mastra delivers production essentials: built-in Evals, Observability, and a local development playground.
- Google Cloud Run JobsRun serverless, run-to-completion batch jobs and data processing tasks inside containers without managing infrastructure.Google Cloud Run Jobs lets you execute run-to-completion workloads on a fully managed serverless platform, eliminating the overhead of provisioning virtual machines or Kubernetes clusters. Unlike standard Cloud Run services that listen for web requests, jobs are built for batch processing, database migrations, and scheduled tasks. You package your code into a container, configure up to 10,000 independent tasks to execute in parallel, and let Google handle the scaling. You only pay for the exact resources consumed while your tasks are actively running, with support for task timeouts up to 168 hours (7 days) to accommodate long-running operations.
- TemporalTemporal is the Durable Execution platform: It orchestrates complex, long-running workflows as code, guaranteeing fault-tolerant completion at any scale.Temporal is your microservices orchestration solution, built for mission-critical reliability. It enables developers to define complex, stateful workflows directly in code (Go, Java, Python, TypeScript, etc.) using the Temporal SDKs. The platform's core feature, Durable Execution, automatically persists application state and handles all retries, timeouts, and failures: your workflow always picks up exactly where it left off. This eliminates writing thousands of lines of custom error-handling logic. Global enterprises like NVIDIA and Salesforce leverage Temporal to ensure their transactions, deployments, and AI agents run invincibly.
- SupabaseThe open-source PostgreSQL development platform: a Firebase alternative for rapid backend deployment.Supabase is the Postgres development platform, providing a complete, open-source backend-as-a-service solution. It packages enterprise-grade tools like a full PostgreSQL database, a RESTful API (via PostgREST), and a GraphQL API (via pg_graphql) that are auto-generated from your schema. The platform includes a comprehensive suite of services: Auth (for user sign-ups and SSO), Storage (for files with S3 integration), Realtime (for database change subscriptions), and Edge Functions (for serverless logic). The core value proposition is clear: build fast with a powerful, scalable SQL database that offers 100% portability and robust security features like Row Level Security (RLS).