#Containers

Articles about Containers — exploring patterns, best practices, and real-world implementations in production systems.

2 posts tagged with containers. ← All posts

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Pratik Dhanave · ·13 min read

Container and Kubernetes Security

Securing the runtime platform end to end — hardened images, least-privilege workloads, default-deny networks, and admission control as the gate that decides what is ever allowed to run.

Securing the runtime platform: minimal non-root images scanned for CVEs, the container isolation model and hardening (drop caps, read-only FS, seccomp), and Kubernetes — Pod Security Standards, RBAC, default-deny NetworkPolicies, and admission control (Gatekeeper/Kyverno).

#DevSecOps#Kubernetes#Containers#Security
Pratik Dhanave · ·6 min read

Deploying an ADK Agent: One Command to Cloud Run and Agent Engine

How `adk deploy` builds, pushes, and ships an agent in a single step — and the ack-after-invocation rule that keeps event-driven agents reliable.

Deploying an agent: adk deploy with its cloud_run and agent_engine subcommands, containerizing the app, and reliability rules like ack-after-invocation so failures are redelivered, not dropped.

#Google ADK#AI Agents#Python#Go#Software Engineering#Backend Engineering#Containers

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.