Marcus Chen
DevOps Lead at Standard Compute
Marcus runs the operational backbone of Standard Compute — CI/CD pipelines, observability, incident response, and the deployment systems that keep the API available at 99.99%+ uptime. Before Standard Compute, he spent six years at a cloud infrastructure company managing Kubernetes clusters that served Fortune 500 clients. He writes about the operational reality of running always-on AI services.
Six years in cloud infrastructure operations. Certified Kubernetes Administrator. Has a quiet vendetta against alert fatigue and on-call burnout.
Areas of expertise
Kubernetes and container orchestrationObservability and incident responseCI/CD pipeline architectureHigh-availability system design
Recent articles
The first browser-agent workflow teams will actually run at scale is way smaller than the demos
2026-06-08 · 11 min read · Guide
I thought the cheap model would save my OpenClaw bill and it did the opposite
2026-06-05 · 8 min read · Guide
I thought the OpenClaw ADHD thread was a joke, then I realized it nailed agent delegation
2026-05-28 · 8 min read · Guide
I found the r/openclaw thread where someone gave an agent a real iPhone and now I can’t stop thinking about it
2026-05-27 · 9 min read · Guide
r/openclaw had 40 comments about “better alternatives” and the mods are only half wrong
2026-05-22 · 9 min read · Guide
I thought multi agent orchestration meant agents should talk more — Reddit convinced me the opposite is usually better
2026-05-21 · 9 min read · Guide
Anthropic changed the rules on June 15 and exposed the biggest lie in agent pricing
2026-05-19 · 9 min read · Engineering
I stopped fighting the Anthropic API rate limit when I realized one model shouldn’t do every job
2026-05-18 · 9 min read · Engineering
That 40-heads-of-garlic OpenClaw post is funny until you realize what actually broke
2026-05-14 · 9 min read · Guide
I kept hearing “just use Playwright” until I saw how OpenClaw users actually keep browser agents alive
2026-05-02 · 10 min read · Guide