8 articles
The commercial side of shipping AI: what things cost, what an MVP should contain, which stack to pick, and what EU regulation actually asks of a small team.
Article 50 became enforceable on 2 August 2026. A builder's guide to what each of its four obligations requires, which fall on you as provider and which as deployer, the exemptions, and the 2 December 2026 marking deadline.
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What the EU AI Act actually requires of startups after the Digital Omnibus: Article 50 transparency is live now, high-risk duties moved to December 2027, and here is the engineering work for each.
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Real MVP costs in 2026 from a developer who ships them solo. Line items, AI-MVP add-ons, where founders waste money, and a transparent rate card.
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Next.js, Supabase, Vercel, Stripe, Clerk, Resend. The exact MVP stack I have shipped 6+ products on, with the boilerplate decisions made for you.
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What it really costs to build an AI chatbot. Tiers from $5K demo to $200K enterprise, with what each tier gets you and where money is wasted.
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Embedding, vector DB, retrieval, generation. The full per-query economics of RAG at three scales - with a downloadable calculator.
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The 30-item checklist I run with every AI MVP client before writing a line of code. Eval strategy, cost guardrails, fallback model, data policy.
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When Bubble or Webflow beats a custom build, and when it doesn't. Real cost, speed, and ceiling tradeoffs for early-stage founders.
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