For Founders & Solo Devs
AI coding for people building alone or leading tiny teams: the internal tools you can ship without engineers, the skills a prompt-first builder must learn, and the lean stack — editor, hosting, database, auth and analytics — that takes a solo developer from idea to production.
It's written for founders and non-traditional developers who want leverage, plus the common beginner mistakes to avoid so your first AI-built product doesn't collapse under its own technical debt.
AI Coding Governance for Small Teams: Budgets, Permissions, Approvals
You do not need an enterprise policy team to govern AI coding agents — you need answers to five questions: who can run agents, what they can write to, what needs approval, what each run costs, and what gets logged. This playbook maps each to the controls GitHub Copilot, Claude Code and OpenAI Codex already give you.
AppSumo AI Week runs August 10-14 — and AI tools are the hardest category to buy a lifetime deal in
A five-day AI tools event, with every deal rising in price when it ends. Lifetime pricing works differently for AI products than for ordinary SaaS, because someone still pays for inference every time you use one. Here is what that changes about which deals are worth taking.
The Ideal Stack for a Solo Developer: AI Editor, Hosting, Database, Auth and Analytics
A solo stack lives or dies on the free tier. Verified free-tier limits and entry prices across AI editors, hosting, databases, auth and analytics for shipping solo.
The Most Common Beginner Mistakes in Vibe Coding
Every common vibe-coding mistake is the throwaway-project mindset misapplied to real software. The errors that burned beginners in 2025, and how to avoid each one.
The Non-Developer Developer: What Someone Who Only Knows How to Prompt Must Learn
Karpathy said vibe coding is for throwaway weekend projects. So what must a prompt-only builder still learn to ship something real? Ten fundamentals — secrets, access control, git, backups — each with the real-world failure behind it.
Vibe Coding for Founders: 10 Internal Tools You Can Build Without a Team
AI lets a founder build the internal tools that used to need a hire. Here are ten realistic ones — dashboards, CRMs, bots, triage queues — each grounded in what the tools actually do, plus the security failures you must design around.