HakiOps
An enterprise AI-powered operations and reliability platform.
Architecting an intelligent operational backbone for enterprise SRE and DevOps teams to automate incident triage, agent task graphs, and telemetry correlation.
An enterprise AI-powered operations and reliability platform featuring a Go API gateway, 20 Python AI microservices, RAG knowledge graph, vector search, and OpenTelemetry observability.
Problem Context & Constraints
Enterprise DevOps teams faced fragmented observability data, uncoordinated microservice silos, slow manual incident response, and lack of auditability in autonomous AI agent execution.
Architectural Solution
Engineered a multi-service architecture comprising a React/Vite frontend, high-throughput Go API Gateway, and 20 specialized Python AI microservices operating on PostgreSQL, Redis, Redpanda, Neo4j, OpenSearch, Vault, and OPA.
HakiOps Architecture Diagram
Interactive system node topology and network boundary relationships.
React / Vite Frontend
TypeScript & Tailwind CSS
High-performance interactive management console built with React, Vite, and Tailwind CSS.
Go API Gateway
Perimeter Security Boundary
High-throughput Go edge gateway handling auth verification, rate limiting, request correlation, and header sanitization.
20 Python AI Microservices
Agent, Knowledge, Vector & Policy
Decoupled Python microservices handling identity, tenants, policy, vector embeddings, Neo4j knowledge graph, search, agent orchestration, and automation.
Enterprise Infrastructure
PostgreSQL, Redis, Redpanda, Neo4j
Dedicated data layer including PostgreSQL, Redis, Redpanda (Kafka), Neo4j Graph DB, OpenSearch, HashiCorp Vault, and Open Policy Agent.
Observability Stack
OpenTelemetry & OpenSearch
End-to-end distributed tracing, structured JSON logs, trace ID propagation, and telemetry analytics.
Engineered System Features
Platform Operations
AI Intelligence Layer
Why Was It Designed This Way?
Perimeter request routing needed to process thousands of concurrent connections with sub-10ms overhead without risking AI runtime locks.
Implemented the API Gateway in Go while isolating AI service microservices in Python.
Go provides superior low-latency networking concurrency, leaving Python dedicated to AI agent compute.
Sub-10ms edge overhead and complete runtime isolation.
Autonomous AI agents executing system tools required strict governance and un-tamperable audit logs.
Integrated Open Policy Agent (OPA) policy checks prior to tool execution and streamed audit events to immutable logs.
Ensures zero policy violations occur during automated agent tool invocations.
Verified enterprise security compliance and total operational transparency.
Go API Gateway Perimeter Security Boundary
Telemetry, Tracing & Operational Health
Observability by design featuring end-to-end trace correlation across browser, gateway, microservices, and AI agent execution.
HakiOps Deployment Pipeline
Containerized deployment architecture and health probe verification steps.
Component-specific CI/CD pipelines with GitHub Actions for Frontend, Go Gateway, and Python microservices matrix validation.
Component Checkout
Developer commit triggers targeted GitHub Actions pipeline per component.
Matrix Validation
Python microservice matrix compilation checks, Go package test execution, and Vite TypeScript validation.
Docker Artifact Build
Independent container image creation and security vulnerability scanning.
Isolated Container Deployment
Deployment to private container network with health probe validation.
HakiOps Technology Cluster
Curated tech cluster of production-verified libraries, languages, databases, and deployment platforms.
Frontend
Gateway
Microservices
Data & Infrastructure
Security & Governance
Observability & CI/CD
Engineered Results
Have a system like this in mind?
Tell us what you're building. We'll help turn the architecture into a scalable, production-ready product.