We went from zero to a production-deployed, security-scanned, pipeline-automated application with automated Day-2 operations — in 10 minutes. Everything I did by typing prompts? In production, this runs automatically through Bob's CLI in your CI pipeline. The intelligence is the same. The human is optional.
Prompts
Analyze resource requests and limits for all deployments in bob-demo.
Identify pods that are over-provisioned (using <50% of requested CPU/memory)
and under-provisioned (hitting limits). Recommend right-sized values
based on actual usage over the last 24 hours.
Validate disaster recovery readiness for the bob-demo namespace.
Check: are all deployments backed by Git (GitOps)?
Are secrets replicated? Are PVCs backed up?
Is there config drift between primary and DR clusters?
Generate a DR runbook for payment-service.
Design an MCP server configuration that wraps our existing tools:
- Wiz API for security scanning
- GitHub API for PR management
- HashiCorp Vault for secrets
- ArgoCD for deployment status
Show how Bob would call these tools autonomously during
a security gate workflow without human intervention.
Generate a summary report of everything we did today.
Show: what was built, what was scanned, what was fixed,
what was deployed, and what was automated.
Include a risk assessment and recommendations for next steps.