Code and labs for the book Forward Deployed Engineer by Jyothi Kodenkiri: RAG, data pipelines, deployment, CI/CD, observability, agents and security on AWS, Azure and Google Cloud, arranged chapter by chapter.

Self-hosted requirements management beside Armature and Stator

Self-hosted, read-only GPU fleet reliability & capacity intelligence for Kubernetes. Correlates DCGM/Prometheus telemetry with K8s state into deterministic incident reports.

The missing developer experience layer for Go. JSON on every command for coding agents.

DevSecOps platform on Azure: Terraform, AKS, Helm and secretless CI/CD with OIDC (GitHub Actions + Azure DevOps). Shift-left security with gitleaks, Semgrep, Trivy and Checkov, hardened Kubernetes and Key Vault via Workload Identity.

🦀 Written in Rust. Self-hosted, horizontally scalable message queue and pub/sub cluster: SQS/SNS-style queues, FIFO, dead-letter and topics over HTTP, from a single 58 MB Docker image. Quorum replication, in-memory speed, continuous S3 backup, Helm chart and terminal UI. A lightweight alternative to Kafka and RabbitMQ.

Cloud-native Kubernetes custom operator and controller runtime in Go for automated stateful cluster management.

Read-only Kubernetes diagnostic agent with scoped, auditable LLM tool use.

AI-based cloud microservices monitoring, failure prediction, root cause analysis, incident detection, and recovery recommendation system using LSTM, FastAPI, React, Docker, Kubernetes, Prometheus, Grafana, and Jaeger.

Terraform and Ansible provision k3s; GitLab CI builds and scans images; Argo CD reconciles releases from Git.

PoC de arquitectura AWS local con Floci, Java 25 y Spring Boot 4.1. Se implementan microservicios con DDD y arquitectura hexagonal, EKS emulado, identidad por ServiceAccount con IAM/STS, API Gateway, Aurora PostgreSQL y eventos SNS/SQS/MSK. Se incluyen aprovisionamiento automatizado y pruebas de integración.

Keycloak SSO for a whole platform, delivered by GitOps on kind: ArgoCD, Grafana, Prometheus, kubectl OIDC and a demo app, with 12 scenarios

A dedicated controller allowing the creating of maintenance windows and scheduled actions

Find and close Bitnami dependencies in Kubernetes clusters and GitOps repositories. Read-only, deterministic, plan the exit per component.

Find out which Kubernetes workloads can run on Graviton (arm64) nodes, and what blocks the rest. Scans manifests or a live cluster (read-only), checks image platforms and plans the migration.

We break Kubernetes in known ways and grade how an AI incident agent (Aurora) investigates. Every run, including the misses.

Housing society management project with Java 21, Spring Boot services, PostgreSQL, Redis and Kubernetes—covering members, flats, memberships, scoped access and audit trails.

Lightweight open-source AI training platform on Kubernetes: submit Python scripts as batch Jobs, queue with priorities and quotas, track curves, register models, run batch and online inference. No CRDs. | 轻量开源 K8s AI 训练平台

Parcours DevOps pratique : Docker, Kubernetes, CI/CD Jenkins et GitLab vers AWS EKS, Terraform

Helm and Kustomize alternative for Kubernetes: Kapitan generators, scanned, compiled in a gVisor sandbox, reviewed and published as signed OCI artifacts.

Hands-on guide series for running open-source LLMs on Amazon EKS — vLLM, Karpenter, GPU autoscaling, observability, and load testing

The desired state of MediaSafe's k3s cluster, synced by Argo CD: Traefik + Gateway API, cert-manager, Vault, External Secrets and the app's Helm chart.

Top Distributed AI On Kubernetes (Opensource) Star if you like it!

Materials quality copilot on Snowflake Cortex: data pipeline, Cortex Search, Cortex LLM, Snowflake ML, Node.js API and React UI over 4Cr13 axle / SEM data.

Self-healing incident remediation engine built with FastAPI, LangGraph, and Redis. Features hybrid RAG runbooks, deterministic policy guardrails, and automated verification loops.

Production-grade home lab platform: Ubuntu, Tailscale, Docker, k3s, Argo CD, Terraform and Ansible. Built and run like a platform team.

Secret-safe, read-only Kubernetes incident triage with fail-closed AI-assisted remediation.

Local RAG document assistant for NIST CSF 2.0 and Kubernetes Deployments, with source citations, an English web UI, and evaluation of four Ollama models. Built with FastAPI and Qdrant.

PoC de autenticación con Keycloak y SPI personalizados: Authorization Code con PKCE, ROPC por DNI/clave interna (keycloak) y autenticación con Telefono/clave con PostgreSQL externo. Incluye ACR 3/4/5, API de pagos con Spring Security, dos instancias Keycloak, Helm, Kubernetes Gateway API y pruebas Postman.