The State of AI Models in 2026: Claude, GPT, Gemini, and What Actually Ships
An honest comparison of the major LLMs in 2026 — Claude Opus 4.7, Sonnet 4.6, GPT-5, Gemini, and what each is genuinely better at when you ship to real users.
Growth tactics, dev insights, and the playbooks we actually use. No fluff.
An honest comparison of the major LLMs in 2026 — Claude Opus 4.7, Sonnet 4.6, GPT-5, Gemini, and what each is genuinely better at when you ship to real users.
AI is not a demo anymore. Here is exactly how Stripe, GitHub, Notion, Linear, and others have integrated language models into the products you use every day.
Next.js 16 quietly renamed middleware.ts to proxy.ts. Here is what changed, why the team made the call, and how to migrate without breaking your auth layer.
Multi-tenancy is where most SaaS architectures break. Here is the Clerk v6 + Next.js 16 pattern we use in production — organizations, JWT templates, and per-org rate limiting that actually works.
Warehouse staff don't always have Wi-Fi. Field technicians don't always have signal. Here is the offline-first architecture we ship in production.
OAuth installs are where multi-tenant SaaS quietly leaks. Here is the Redis-backed state token pattern we use to close the CSRF window.
Headless Shopify with React is the trendy choice in 2026. Here is why we shipped a B2B/B2C storefront in classic Liquid instead — and why it was the right call.
Shopify Plus has B2B Catalogs. The other 99% of stores need a different pattern. Here is how we ship two-tier contractor pricing on regular Shopify.
TypeScript strict mode is the floor, not the ceiling. Here are the patterns we use in production codebases — branded types, exhaustive checks, and Result types.
From your first API call to a production chatbot with streaming, tool use, and prompt caching. The Anthropic API patterns we ship in real products.
Page speed directly impacts your search rankings and conversion rates. We break down the metrics that matter and how to build sites that perform.
We deployed AI chatbots alongside traditional forms for Safer Electric. The data surprised us — here's what we learned about conversion behavior.
How we generated 85+ unique city pages for a single client and dominated local search results across the entire Greater Toronto Area.
How to create multiple sub-brands that share DNA without looking like clones. Lessons from designing and building a multi-brand identity system from scratch.
Template sites have a ceiling. We break down exactly when it makes financial sense to invest in a custom-built platform.
Retargeting sequences, lookalike audiences, and creative fatigue cycles — the unglamorous tactics that actually scale ad spend profitably.
From automated lead qualification to 24/7 customer service — practical ways businesses are using AI to cut costs and increase revenue right now.
Every element on your landing page either helps or hurts your conversion rate. Here's the framework we use to build pages that actually work.