Engineering Blog

Insights from The Trenches

Deep dives into software architecture, AI development, cloud engineering, and product strategy from our senior engineers.

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Engineering Deep Dives

Practical, opinionated engineering content from our senior engineers — no fluff, no sponsored placements.

Building Production-Grade RAG Systems with LangChain and Pinecone
AI Engineering
12 min·June 2026

Building Production-Grade RAG Systems with LangChain and Pinecone

A deep dive into architecting retrieval-augmented generation pipelines that scale — from chunking strategies to re-ranking and evaluation.

RAGLangChain
Flutter vs React Native in 2026: A Senior Engineer's Honest Take
Mobile Development
8 min·May 2026

Flutter vs React Native in 2026: A Senior Engineer's Honest Take

After shipping 30+ mobile apps with both frameworks, here's what we actually recommend and why it depends more on your team than the framework.

FlutterReact Native
Kubernetes Cost Optimization: How We Saved Clients 40% on AWS Bills
Cloud & DevOps
10 min·April 2026

Kubernetes Cost Optimization: How We Saved Clients 40% on AWS Bills

Practical strategies for right-sizing pods, HPA/VPA, spot instance management, and namespace-level cost attribution.

KubernetesAWS
Designing for Scale: FastAPI Microservices That Handle 1M+ RPM
Backend Engineering
15 min·March 2026

Designing for Scale: FastAPI Microservices That Handle 1M+ RPM

Architecture decisions, connection pooling, async patterns, and observability from our high-traffic production deployments.

FastAPIPython
The Design System Trap: Why Most Companies Build Them Wrong
UI/UX Design
7 min·February 2026

The Design System Trap: Why Most Companies Build Them Wrong

Three years and ten design systems later — here's what we've learned about token architecture, API design, and adoption.

Design SystemsFigma
HIPAA-Compliant Architecture: Building Healthcare Apps That Pass Audits
Healthcare Tech
11 min·January 2026

HIPAA-Compliant Architecture: Building Healthcare Apps That Pass Audits

Encryption, audit logging, access controls, and BAA considerations — everything you need to ship a compliant healthcare product.

HealthcareHIPAA