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

41% of Code Is Now AI-Generated: A Code Review Playbook for Solo Founders
· 6 min read

41% of Code Is Now AI-Generated: A Code Review Playbook for Solo Founders

You can't read every line your AI agent writes, and you shouldn't try. A practical review system for solo founders: what to always review, what to automate, what to skip.

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The Real Cost of Running an AI SaaS in 2026 ($50–100/mo Stack Breakdown)
· 5 min read

The Real Cost of Running an AI SaaS in 2026 ($50–100/mo Stack Breakdown)

A line-by-line breakdown of what it actually costs to run an AI SaaS in 2026 (hosting, database, LLM API, email, payments) and where the surprise costs hide.

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Lovable vs. a SaaS Boilerplate: The Honest 2026 Comparison
· 10 min read

Lovable vs. a SaaS Boilerplate: The Honest 2026 Comparison

AI builders vs. SaaS boilerplates, compared honestly: speed, code ownership, cost, and maintainability, plus the hybrid path most shipped products actually take.

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Build vs Buy: Should You Scaffold Your Own Boilerplate With AI in 2026?
· 6 min read

Build vs Buy: Should You Scaffold Your Own Boilerplate With AI in 2026?

Claude Code can scaffold a SaaS starter in an afternoon, so why pay $200 for one? An honest cost-benefit analysis of building vs buying your boilerplate in 2026.

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ShipFast vs Makerkit vs supastarter: The 2026 Deep Dive
· 5 min read

ShipFast vs Makerkit vs supastarter: The 2026 Deep Dive

The three most popular SaaS boilerplates compared honestly in 2026: architecture, AI-agent friendliness, pricing, and which type of founder each one actually fits.

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Claude Code vs Cursor vs Codex: Which AI Coding Agent for Your MVP?
· 5 min read

Claude Code vs Cursor vs Codex: Which AI Coding Agent for Your MVP?

An honest 2026 comparison of Claude Code, Cursor, and OpenAI Codex for solo founders building an MVP: strengths, pricing, workflows, and which to pick for your situation.

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The Hidden Security Risks of Vibe-Coded Apps (and How Audited Boilerplates Avoid Them)
· 7 min read

The Hidden Security Risks of Vibe-Coded Apps (and How Audited Boilerplates Avoid Them)

45% of AI-generated code contains security flaws, and most founders never review it. Here are the vulnerabilities that actually show up in vibe-coded apps and how to close them.

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You Vibe-Coded a SaaS MVP. Here's Everything Lovable and Bolt Didn't Build.
· 9 min read

You Vibe-Coded a SaaS MVP. Here's Everything Lovable and Bolt Didn't Build.

AI builders like Lovable and Bolt ship a demo, not a business. Here's the production checklist (auth, billing, security, multi-tenancy) and how to close the gap.

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Ship a SaaS in 7 Days: A Day-by-Day Boilerplate + Claude Code Sprint Plan
· 6 min read

Ship a SaaS in 7 Days: A Day-by-Day Boilerplate + Claude Code Sprint Plan

A concrete day-by-day plan to go from boilerplate purchase to a live, billable SaaS in one week using Claude Code. Includes what to build each day and what to deliberately skip.

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