7 published articles. All about architecture, tooling, and lessons from the field.
Compensation is a capability with an expiry. Put a human approval inside a saga and the undo window math stops being optional, and a validator that can't know the wait time has to fail closed.
MCP, A2A, and AP2 standardized how agents find each other and speak. None of them standardize what happens when step four fails and steps one through three already happened.
An agent that reads your pipeline is cheap and useful. An agent that can deploy is a new class of production incident. Here's where the line goes, and how to enforce it in GitHub Actions.
Most platforms can provision anything but can't tell you where they quietly compromised. Treaty is an open spec proposal that turns that gap into recorded, queryable data.
Every microservice system silently grows a shadow codebase of TLS, retries, and tracing logic. Here's how a service mesh removes it, and what it costs.
A concise case for letting Terraform manage AWS infrastructure while ArgoCD owns Kubernetes workloads inside EKS.
How we replaced a push-based CI/CD pipeline with a pull-based GitOps model to eliminate configuration drift and improve developer trust.