Blog & Insights
Latest thoughts, strategies, and guides on AI development, rapid prototyping, and startup success.
Latest Articles
AI MVP for Healthcare Startups. Complete Build Guide
How to build an AI MVP for healthcare. Covers HIPAA compliance, clinical workflow integration, FDA considerations, and the fastest path to a validated healthcare AI product.
AI Workflow Automation Services for Startups, 2025 Guide
How startups use AI workflow automation to eliminate manual tasks, reduce ops costs, and scale without headcount. Real use cases, tool comparison, and build vs buy guide.
Scalability & Performance in AI-Driven Applications. Engineering Guide
How to design scalable, high-performance AI applications. Covers LLM inference latency, vector search at scale, streaming architecture, caching strategies, and cost optimisation.
AI MVP Cost Guide: Budgeting Your First Product
A founder's guide to budgeting an AI MVP: how to size your build budget, set aside runway for ongoing AI costs, and protect against the line items that blow up.
Cost to Build an AI MVP in 2026 (By Approach)
Cost to build an AI MVP in 2026, broken down by approach: no-code, freelancer, studio, in-house. Real ranges from ~$0 to $80k+, with what each option actually buys you.
AI MVP Development Cost in 2026
A line-by-line AI MVP development cost breakdown for 2026 by component: design, build, AI and infra, QA, and PM, with real ranges founders see.
What Founders Are Paying to Build an AI MVP in 2026
A market lens on what founders actually pay for an AI MVP in 2026: real ranges by approach, why bills land where they do, and three funded examples.
Fixed Price AI MVP: Right for Your Startup?
Fixed price vs time-and-materials for your AI MVP: the real tradeoffs, when each model wins, and how to tell which one fits your situation as a founder.
Why Startups Choose Fixed Price AI MVPs
Founders increasingly pick fixed-price over hourly for AI MVPs. Here's the real rationale: budget certainty, scope discipline, aligned incentives, and faster shipping.
Fixed Price AI MVP Development: What's Included
A scope-by-scope breakdown of what a fixed-price AI MVP engagement actually includes, what's deliberately excluded, and exactly what to expect week by week.
Free AI App Developer Tools in 2026
A 2026 guide to genuinely free AI app developer tools: what's free, what's freemium-trap, and what you can ship to production at zero cost.
How to Choose the Right LLM for Your MVP in 2026
A practical framework to choose the right LLM by capability, cost, latency, and reliability.
Popular AI MVP & Agency Articles
These posts answer high-intent buyer questions around AI MVP development, agencies, and no-code.
Featured Articles
Vibe-Coded App to Production: A Pre-Launch Security and Reliability Checklist (2026)
You built an app by prompting an AI tool and now want paying users on it. Here are ten checks to run first, each tied to a primary source: OWASP, Supabase's row-level security docs, a CVE record and Veracode's 2025 test of more than 100 models.
European Accessibility Act for Apps and SaaS MVPs (2026): Does It Apply to You?
The European Accessibility Act has applied since 28 June 2025, but it covers a closed list of products and services sold to consumers. Here is how to check whether your app or SaaS is on it, how the microenterprise exemption works, and what to build, read from the Directive's own text.
App Store and Google Play Rules for AI Apps (2026): What Reviewers Check
Apple's App Review Guidelines were updated on 16 October 2026 and now name AI content creation apps. Here is what Apple and Google Play ask of an AI app, in their own words, and a checklist to run before you submit.
Turn these ideas into a real AI MVP
When a post sparks a concrete product idea, these are the best next places to go on SpeedMVPs:
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