Durable execution for AI agents: queue or workflow?
Learn when AI agents need durable execution, checkpoints, queues, or workflows to resume safely after failures and retries in production with clear trade-offs.
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.
- From $5,000/month
- Ongoing, not a project
- My team handles delivery
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Articles
AI agent memory: Graphiti, vector RAG, or PostgreSQL?
Compare Graphiti, vector RAG, and PostgreSQL for AI agent memory. Separate truth, retrieval, history, and verification before production decisions at scale.
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.
AI-generated Playwright tests: how to avoid false positives
Learn how to validate AI-generated Playwright tests, detect weak assertions, and require browser evidence before trusting CI.
Validating tool calls in TypeScript for AI agents
Validate AI agent tool calls in TypeScript with Zod, structured errors, safe output, and bounded retries before reaching your API.
