The AI Infrastructure Review
Ship AI apps.
Everywhere.
Independent benchmarks of GPU inference hosts, edge runtimes, and the platforms where Lovable, Bolt, and v0 outputs actually live in production. No fluff, no "best of" filler — just real data from real deploys.
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ai-hosting
OpenRouter vs Together vs Groq vs Fireworks vs Cerebras: the per-token model gateways compared (April 2026)
Five major LLM API gateways, side by side: published per-token pricing, supported models, what each one routes through, and where the per-token pricing breaks down. Sourced from public pricing pages — no measured benchmarks.
deploy-ai-apps
What breaks when AI-generated apps hit production: documented footguns
A field guide to the failure modes you'll hit when you ship an app written by Lovable, Bolt, v0, or Cursor. Synthesized from public GitHub issues, Reddit threads, and vendor docs — every claim linked.
edge
Cloudflare Pages vs Vercel vs Netlify: pricing, limits, and gotchas (April 2026)
A source-by-source breakdown of the three biggest free-tier static + edge hosts for 2026 — what's actually free, what gets metered, and where each one bites back.