Search

Lessons (11)

• AI Agents and Tool Use

  Understand tool-calling loops, bounded autonomy, state, approvals, and when a simple workflow is better than an agent …

• StatefulSets, DaemonSets, Jobs and CronJobs

  … log-agent spec: selector: matchLabels: { app: log-agent } template: metadata: labels: { app: log-agent } spec: tolerations: - operator: Exists …

• Design a Logging and Monitoring Platform

  … Batch at agents with bounded local buffers; prioritize critical events and avoid blocking application threads on ingestion. 2 …

• AI Specialties and Real-World Examples

  … This approach differs from an LLM agent calling application tools, even though both use the word “agent.” Try …

• What Is Artificial Intelligence? A Developer's Guide

  … Measure per-category precision and recall, and allow an agent to correct the suggestion. Key takeaways - AI is …

• GitOps, Progressive Delivery and Observability

  … Git describes the cluster; an agent pulls and self-heals. - Canary or blue/green with automated metric analysis …

• Deployments: Keep Your App Running

  … copy on every node, such as a log agent Job Work that should finish once, such as a …

• Practical Project: Deploy a Real CRM App on EKS

  … eks-pod-identity-agent managedNodeGroups: - name: myapp-nodes instanceType: t3.medium minSize: 0 maxSize: 2 desiredCapacity: 1 privateNetworking …

• Cluster Networking, DNS and NetworkPolicies

  … can reach all other pods without NAT . 3. Agents on a node can reach all pods on that …

• CloudWatch: Know What Your App Is Doing

  … On EC2, configure a suitable agent or collector if you want local application logs shipped. Try a Logs …

• EC2, Storage and Auto Scaling

  … Systems Manager Session Manager requires its agent, an appropriate role, and network access to the required service endpoints …