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Insights on SaaS development, AI products, and the tools that ship faster.

Adding an MCP Server to Your SaaS: Why 2026 Is the Year
· 6 min read

Adding an MCP Server to Your SaaS: Why 2026 Is the Year

MCP became the standard way AI agents connect to software: 97M monthly SDK downloads, support in every major assistant. What an MCP server does for a small SaaS and how to ship one in a week.

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Vibe Coding With Replit: From Prompt to Deployed App in One Tab
· 5 min read

Vibe Coding With Replit: From Prompt to Deployed App in One Tab

How to vibe code with Replit and Replit Agent. The prompt-to-deployed-app workflow, what the platform handles for you, its limits, and when to graduate off it.

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How Bootstrappers Hit $10K MRR in 2026: Benchmarks, Timelines, Margins
· 6 min read

How Bootstrappers Hit $10K MRR in 2026: Benchmarks, Timelines, Margins

The realistic numbers behind bootstrapped SaaS in 2026: median 12–18 months to $10K MRR, 70–90% margins, and the four behaviors that separate founders who get there.

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Vibe Coding With Google AI Studio: The Best Free Option Nobody Talks About
· 4 min read

Vibe Coding With Google AI Studio: The Best Free Option Nobody Talks About

How to vibe code with Google AI Studio for free. The Build mode workflow, what Gemini handles well, the real limitations, and when to move to a bigger setup.

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Lovable's Revenue and the Economics of the Vibe Coding Boom
· 5 min read

Lovable's Revenue and the Economics of the Vibe Coding Boom

How big is Lovable really? The publicly reported revenue milestones, what they say about the vibe coding market, and what the boom means for builders.

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Usage-Based vs Subscription Pricing for AI SaaS: The Cliff Problem Explained
· 6 min read

Usage-Based vs Subscription Pricing for AI SaaS: The Cliff Problem Explained

AI SaaS has usage-shaped costs, which makes pricing genuinely hard. Why pure usage-based pricing hits a cliff at scale, and the hybrid models that actually work in 2026.

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How to Take a Lovable or Bolt Prototype to Production Without Rebuilding It
· 9 min read

How to Take a Lovable or Bolt Prototype to Production Without Rebuilding It

A step-by-step playbook to take a Lovable or Bolt prototype to production: audit, harden auth and billing, or port onto a boilerplate. Without starting over.

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25 Vertical Micro-SaaS Ideas for 2026 (With the Boilerplate to Build Each One)
· 6 min read

25 Vertical Micro-SaaS Ideas for 2026 (With the Boilerplate to Build Each One)

25 vertical micro-SaaS ideas with real willingness to pay in 2026, organized by niche, plus the build approach and starter stack for each category.

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Engineering as Marketing: Free Tools as Growth Engines in 2026
· 6 min read

Engineering as Marketing: Free Tools as Growth Engines in 2026

Free tools are the marketing channel technical founders are best equipped to win: calculators, generators and utilities that earn traffic, links and AI citations for years. The complete playbook.

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