Deployment engineering ensures that systems move from development to production reliably. Articles cover Cloud Run deployment for multi-agent services, A2A endpoint exposure, embed.FS for single-binary Go deployments, and the strategies that make deployments repeatable and rollback-safe.
2 posts tagged with deployment. ← All posts
Running agents on Cloud Run, exposing via A2A, and wiring into production systems.
Deploy Microsoft Agent Framework multi-agent systems on Cloud Run with A2A agent-to-agent communication, autoscaling, load balancing, and production observability dashboards.
Go's embed.FS bundles files into the binary at compile time. The pattern collapses what would be a multi-artefact deploy into one binary. Three places it pays back daily.
All posts on this site are written by Pratik Dhanave, an Agentic AI Architect with 7+ years building production distributed systems, multi-agent AI platforms, and cloud-native infrastructure. About the author → Each article includes working code, architecture diagrams, and references to the specific frameworks and standards discussed. Browse all posts or explore related topics using the tag cloud above.