research/
Research index
All topics, newest first. Every study is traceable and reproducible.
Vibecoding: Cloudflare or Vercel?
For AI-driven vibecoding, which is the better long-term bet — Cloudflare (Workers + D1 + R2 + Vite/VoidZero) or Vercel (Next.js + v0)? Grounded in first-party pricing, the June 2026 ecosystem shift, and adversarial verification.
Microsoft Build 2026: The AI-Agent Full Stack
Build 2026's AI announcements, read bottom-up as a single stack: in-house MAI models, the Foundry agent runtime, the Microsoft IQ knowledge layer, Windows as a governed agent host, and the trust/governance layer. Built entirely on Microsoft primary sources, each claim clickable and checkable.
MAI-Image-2.5 vs GPT-Image-2: Has Microsoft Caught Up with OpenAI?
Same ten prompts, five model tiers on Azure AI Foundry — 50 requests, 46 images, 4 blocked by content filtering; latency and token usage from a per-request ledger, published sanitized. The verdict splits by content type: text rendering goes to GPT, people photography goes to MAI — which, under Azure's default content filter, is the only option that works at all.