MicroGemLabs
devops, run by agents

Free skill pack · early access

50 devops runbooks your AI agent can actually run.

The exact skills our agent uses in production — Postgres, Kubernetes, AWS, CI/CD, security, cost — written as structured runbooks with triage steps, root causes, and approval-gated fixes. Get the pack as we open it up, starting with the ten we reach for most.

Check your inbox to confirm — first skills on the way.
That didn't go through — email jason@microgemlabs.ai and I'll add you by hand.

Double opt-in. A short series of the best skills, then occasional updates from Jason — unsubscribe anytime, no spam ever.

The agent that runs them is $79/mo

Approval-gated execution against your infra — it runs the runbooks above, not just reads them. Monitors included.

Agent: $79/mo — payments go live this week

The pack is free. The agent is $79/mo.

What's inside

The incidents you actually get paged for.

Every skill in the pack is in service on our own infrastructure. Real names, no filler:

Databases 8 skills

  • Postgres connection pool exhaustion
  • Slow query investigation
  • Lock contention
  • Redis OOM
  • RDS storage near full, and more

Kubernetes & containers 6 skills

  • Pod CrashLoopBackoff
  • Container OOM kill
  • Pod stuck Pending
  • Deployment rollback
  • Image pull failure, and more

AWS 7 skills

  • EC2 instance unreachable
  • Load balancer unhealthy targets
  • S3 access denied
  • Lambda timeout / error spike
  • IAM key rotation, and more

CI/CD & deploys 6 skills

  • Failed deploy rollback
  • GitHub Actions failed workflow
  • Stuck deploy in pending
  • NPM dependency vulnerability
  • Build cache invalidation, and more

Security 5 skills

  • Exposed secret in logs or commit
  • Suspicious login pattern
  • SSH key rotation
  • Stripe webhook signature mismatch

Cost & FinOps 5 skills

  • AWS cost spike investigation
  • Idle / orphaned resource detection
  • Egress cost audit
  • S3 lifecycle policy audit, and more

On-call & monitoring 7 skills

  • Monitor flap detection
  • Alert fatigue audit
  • Missing monitor coverage
  • Postmortem auto-draft
  • On-call handoff, and more

Process & runbooks 6 skills

  • Release health check (post-deploy watch)
  • New service onboarding checklist
  • Weekly ops review
  • Postmortem review process, and more

Why skills, not docs

A runbook that can execute itself is a different thing.

Structured

Each skill is markdown with a fixed shape — symptoms, 60-second triage, root causes, mitigation, permanent fix. Useful to a human at 2 AM, parseable by an agent always.

Executable

Skills reference concrete actions — kill the query, restart the process, roll back the deploy — that an agent can run against your infrastructure, each behind an approval gate.

Yours

Plain markdown, no lock-in. Use them as team runbooks as-is, wire them into your own agent, or run them with ours. The pack is free either way.

Who's behind this

Written by one person who got tired of re-solving the same incidents.

I'm Jason — I build MicroGemLabs, a monitoring platform with an AI devops agent that runs these exact skills against real infrastructure. The pack is the knowledge layer, free and open. If you ever want the agent that executes it, you'll know where it lives.

Get the skill pack

The agent that runs them is $79/mo

Approval-gated execution against your infra, monitors included.

Agent: $79/mo — payments go live this week

The pack is free. The agent is $79/mo.