Long-running AI agents on Cloud Run: service or worker pool?
Compare Cloud Run Service, Job, and worker pool for long-running AI agents. See state, queues, IAM, deployment, and verification.
Accepting new clients
You run the business.
I handle the software.
I'm Samuel Fajreldines, a senior software engineer. Growing U.S. businesses hire my team to become their software department, not a vendor they rehire every quarter. I set the technical direction, my team builds and ships, and I stay accountable for everything that goes out.
Compare Cloud Run Service, Job, and worker pool for long-running AI agents. See state, queues, IAM, deployment, and verification.
Learn how to validate AI-generated Playwright tests, detect weak assertions, and require browser evidence before trusting CI.
Validate AI agent tool calls in TypeScript with Zod, structured errors, safe output, and bounded retries before reaching your API.
Learn which software engineering skills remain valuable with coding agents: specification, architecture, context, review, evals, and operations for real teams.
Build multi-agent orchestration in TypeScript and PostgreSQL with durable state, leases, retries, and verification for Codex and Claude Code workflows.