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kritagyaio/README.md

Kritagya Jha

Backend engineer building distributed control planes and infra automation in Go, Rust, and TypeScript.

Recent work: a Kubernetes operator that collapses 9 manifests into a single CRD, and an LLM-based CI failure triage tool that opens PRs for human review. Currently building an autonomous DevOps agent for on-call incident response. Open to remote backend/infra roles and distributed systems consulting.

LinkedIn Twitter Portfolio Email


What I Do

I design systems where the control plane is cleanly separated from execution, failure is expected and handled gracefully, and observability isn't bolted on afterward. Most of my work lives at the intersection of Kubernetes internals, CI/CD automation, and multi-agent orchestration.


Stack

Languages: Go, Rust, TypeScript Infra: Kubernetes, Docker, Kubebuilder / controller-runtime, GitHub Actions Data: pgvector, BullMQ Observability: Prometheus, Grafana


Featured Projects

A Kubernetes operator that reconciles a single AppService CRD into a full production stack — Deployment, Service, HPA, Ingress, PVC, PDB, NetworkPolicy, canary rollout, and a Grafana dashboard — through an idempotent controller-runtime reconciliation loop.

Go Kubernetes Operator Kubebuilder controller-runtime CRDs GitOps Prometheus/Grafana

A sandboxed environment for running multiple LLM agents concurrently, coordinated through a shared vector-store memory (pgvector) and a task queue (BullMQ). Agents run in isolated containers with no direct host access — built to explore multi-agent coordination patterns.

Autonomous Agents RAG + pgvector Gemini Function Calling BullMQ Multi-Process Architecture

A GitHub Actions-integrated tool that watches for CI/build failures, uses an LLM to do root-cause analysis on the failing logs, generates a candidate fix, and opens a pull request for human review. It doesn't auto-merge — every PR still needs human approval.

LLM Reasoning GitHub Actions CI/CD Automation Autonomous Agents

A Go-based reverse proxy that inspects incoming traffic for common attack signatures and routes suspicious requests to an isolated honeypot container instead of the real backend, with hot-swappable binaries for patching without downtime. Includes a Next.js dashboard for monitoring traffic and flagged requests, and uses an LLM (Cohere) to classify ambiguous payloads.

Go Next.js Cohere AI Honeypots Hot-swap Binaries


GitHub Stats

GitHub Streak


Let's Talk

If you're working on distributed systems, infra automation, or autonomous agents — or you have a hard backend problem — reach out.

jhakritagya45@gmail.com · LinkedIn · Twitter @kritagyajha1 · Portfolio

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  1. Kubeloom Kubeloom Public

    A Kubernetes operator managing full microservice lifecycles. Reconciles one AppService CRD into 9 production-ready resources: Deployment, Service, HPA, Ingress, PVC, PDB, NetworkPolicy, canary roll…

    Go 3

  2. Ascent Ascent Public

    A syscall-to-screen Linux telemetry platform built entirely in x86-64 assembly with zero runtime dependencies.

    C 9

  3. EvolveOS EvolveOS Public

    A Self-Evolving Architecture for Autonomous Agent Civilization. The zero-access way.

    TypeScript 1

  4. CloudAST CloudAST Public

    Infrastructure, drawn not typed. A visual Infrastructure-as-Code compiler that translates React (JSX) and node-based canvas topologies into production-ready Terraform, Pulumi, and CloudFormation in…

    TypeScript 2

  5. Aegis-Defense-Grid Aegis-Defense-Grid Public

    AEGIS is a self-healing cybersecurity platform that acts as a digital immune system. It detects unknown attacks, isolates them in shadow environments, uses AI to analyze and patch code vulnerabilit…

    TypeScript 4

  6. SwiftSearch SwiftSearch Public

    SwiftSearch Command-line search tool written in Go. Uses concurrency and an in-memory inverted index for rapid filename + text content search in huge directory structures. Perfect for developers an…

    Go 1