2 min read
Building a CloudOps Agent for Incident Response
Design notes for an AI-powered cloud operations agent that can investigate telemetry, explain risk, and prepare safe remediation plans.
AI DevOps AWS GCP Observability
technical publication / applied systems lab
thecultofdev
Engineering notes, cloud systems, AI agents, and technical explorations.
Latest notes
Field notes from cloud, agents, and delivery systems
Technical writing with implementation details, tradeoffs, and operational lessons.
2 min read
Engineering Platform Agents for Jira-Driven Delivery
A practical model for autonomous engineering agents that move Jira tickets through implementation, review, and release workflows.
AI Agents Software Engineering Jira Automation
2 min read
AWS ECS Maintenance Mode with ALB Fixed Responses
Using Application Load Balancer fixed responses to protect ECS deployments during maintenance windows and risky releases.
AWS ECS Terraform DevOps
Lab work
Featured technical projects
Experiments and writeups around operational tooling, AI-assisted engineering, and platform automation.
AI Jira Delivery Workflow
PrototypeA Jira-centered workflow that coordinates planning, implementation, review notes, and release traceability.
Jira AI Software Delivery
CloudOps Agent
PrototypeAn AI-assisted cloud operations agent for incident investigation, telemetry analysis, and safe remediation planning.
AI Cloud Observability DevOps
Engineering Platform Agent
ActiveA scoped autonomy system for moving software delivery work from issue context to tested pull requests.
AI Agents Platform Engineering Automation
OpsPilot
ResearchA technical operations cockpit for runbooks, deployment state, alerts, and infrastructure context.
DevOps Runbooks Automation
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