Engineering blog
Infrastructure notes for operators
Premium technical writing tracks. Deep how-tos remain in the operator docs; this index surfaces topic-led entry points.
DeploymentDevOpsAI InfrastructureSelf HealingArchitecture
- Deployment
Why deploy path confirmation prevents silent trampling
One server, many projects: how Kairo forces an explicit path before clone so teams never overwrite a live app by default.
- Deployment
Docker-first runtimes — and when PM2 is the right fallback
Default containerization with honest degradation when resources or installs make Docker unfit.
- DevOps
Lower MTTR with per-server AI context
Stop pasting the same logs into generic chat tools. Pin investigation to the host that failed.
- AI Infrastructure
AI operating layer vs DevOps copilot
Why an execution-backed control plane is different from a tool that only writes shell snippets.
- Self Healing
Confidence-scored remediation and self-healing loops
Knowledge retrieval after failure, workflow rules, and when automatic fixes stay behind human approval.
- Architecture
How the Kairo control plane is structured
API, decision engine, knowledge, deployment, monitoring, and memory — a systems view for CTOs.