Engineering Knowledge

Insights & Technical Architecture

Deep dives, architectural benchmarks, and real-world engineering solutions from the Code Builders team.

Scaling Microservices with Kubernetes: Lessons from 10M Daily Requests
Cloud Architecture6 min read

Scaling Microservices with Kubernetes: Lessons from 10M Daily Requests

A deep dive into zero-downtime rolling deployments, Karpenter node provisioning, and distributed Redis cluster strategies under extreme network load.

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Deploying LLM Agents in Production: Beyond Simple Prompts
AI & Automation8 min read

Deploying LLM Agents in Production: Beyond Simple Prompts

How we architect deterministic multi-agent state machines, guardrail validation pipelines, and low-latency hybrid RAG retrieval.

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Next.js & Edge Compute: Building Sub-50ms Global Web Platforms
Frontend Architecture5 min read

Next.js & Edge Compute: Building Sub-50ms Global Web Platforms

Techniques for streaming SSR, edge geolocation routing, and zero-bundle server components for maximum Core Web Vitals.

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