Technical deep-dives, AI strategy, and engineering perspectives from the team building autonomous systems.
Visual editing is the feature that sells headless CMS to product and marketing teams. Storyblok and Builder.io are the two platforms that take it most seriously. But they make fundamentally different bets about where editorial control should live, and that difference has real consequences for your engineering team.
Both Strapi and Payload CMS are mature open-source headless CMS options, but they make fundamentally different bets on architecture, developer experience, and long-term flexibility. Here is how to choose between them for an e-commerce build.
Choosing between Auth0 and Clerk comes down to one thing: how much authentication complexity you want to own versus how much you want abstracted away. Both are excellent, but they are solving slightly different problems for slightly different teams.
Vercel invented the modern frontend deployment category, and Cloudflare Pages has spent the last two years taking direct aim at it. For headless commerce teams evaluating edge deployment in 2026, the gap has narrowed considerably, but the platforms are still optimized for different priorities.
Express is still the default for a reason. It's also showing its age. We wanted a modern version that scales, without forcing teams off the mental model they already have.
If enterprise SSO is a checkbox on your sales qualification form, WorkOS was built specifically for that problem. Auth0 can handle it too, but the path to production looks very different, and so does the bill.
Algolia and Typesense both promise fast, relevant search. We compare pricing, performance, developer experience, and self-hosting to help you pick the right one.
Both Codex and Claude Code operate in your terminal and write real code. We compare the CLI experience, cloud capabilities, model quality, and ecosystem maturity.
Cursor embeds AI into your editor with inline completions and chat. Claude Code operates from your terminal with deep codebase reasoning. We compare both for real engineering work.
GitHub Copilot and Cursor both claim to accelerate your engineering workflow, but they are built on fundamentally different philosophies. One treats AI as a suggestion layer inside your existing editor. The other rebuilt the IDE from scratch around a multi-model context engine. For commerce engineering teams managing TypeScript monorepos, Shopify Functions, headless storefronts, and cloud infrastructure, the choice has real consequences for velocity and code quality.
Playwright and Cypress are the dominant choices for end-to-end testing on commerce storefronts. Both are mature, well-supported, and significantly better than what came before. But they make different architectural bets that matter when your test suite grows to hundreds of cases.
Every agency reaches a point where commercial tooling starts shaping the work instead of supporting it. The question is knowing when to build and when to keep paying for something off the shelf. Two tools we shipped this year illustrate where we drew that line.