TECHNOLOGY • Data & Storage

MongoDB

Document database designed for flexibility and massive scalability.

Architectural Overview

MongoDB stores unstructured agent conversation histories, dynamic telemetry logs, and hierarchical JSON documents with high write throughput.

Flexible document schemas for diverse agent log formats

High write throughput for real-time telemetry streaming

Built-in aggregation framework for metrics analysis

Managed high-availability clusters via MongoDB Atlas

Dynamic schema execution trace logging

Time-series data collection for latency metrics

Multi-region data replication and auto-failover

Full-text search indexing on unstructured logs

Stores execution traces, message threads, and user configuration metadata.

MongooseNext.js APIMongoDB Atlas

PostgreSQL

Redis

Node.js

Next.js 15

Enterprise Web Platforms & Next.js

Ultra-fast, accessible, and SEO-engineered web applications built with Next.js 15, React 19, and cutting-edge edge infrastructure.

Enterprise SaaS Platform Engineering

Full-cycle architecture, development, and scaling of multi-tenant enterprise SaaS platforms engineered for high throughput and security.

Our engineering squad specializes in deploying production MongoDB architectures with zero data retention guarantees.