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Building RAG Systems That Actually Work in Production

Most RAG demos look good but fail in production. Here's what we learned shipping retrieval-augmented generation for real customers — chunking strategy, evaluation, and latency traps to avoid.

Next.js Performance Playbook for 2025

Core Web Vitals, partial prerendering, server components, and image optimization — a practical checklist for getting your Next.js app to Lighthouse 95+.

Shopify Headless vs Standard: When to Go Headless

Headless commerce is powerful but expensive. We break down when Shopify Hydrogen is worth the investment and when standard Shopify (or even Shopify + a good theme) wins.

CI/CD Pipeline Setup for Next.js on AWS

A step-by-step guide to shipping Next.js apps with GitHub Actions, Docker, ECR, and ECS — zero-downtime deploys with automatic rollback on failure.

LangChain Agents in 2025: What Works and What Doesn't

We've shipped three production AI agents using LangChain. Here's an honest assessment — tool use patterns that work, memory pitfalls, and when to skip the framework entirely.

Multi-Tenant SaaS Architecture with Next.js and PostgreSQL

Row-level security, subdomain routing, per-tenant feature flags, and data isolation — a pragmatic architecture for SaaS products that need to scale from 10 to 10,000 tenants.

5 Technical Changes That Increased Checkout Conversion by 22%

We ran A/B tests across three e-commerce stores and found consistent wins from predictive prefetch, form autofill, and payment method ordering — here's the data.

Kubernetes for Small Teams: When It's Worth It

K8s is often overkill — but for the right workloads it pays off. We run a decision framework we use for every client to determine whether Kubernetes, Docker Compose, or a PaaS is the right fit.