AI-Assisted Development: Solo Founder Toolkit
How AI is changing what's possible for solo founders. Explore the tools, techniques, and workflows that let one person build what used to require a team.
Explore AI tools, prompting techniques, and AI-assisted development. Practical guides for leveraging artificial intelligence to build software faster and smarter.
13 posts in this category
← Back to all postsArtificial intelligence is transforming how software gets built, but cutting through the hype to find tools and techniques that deliver real value requires careful evaluation. Our AI & Automation content focuses on practical applications of AI in software development—from choosing the right coding assistants to implementing automation that saves hours of manual work. We test AI tools in actual development workflows, evaluate them based on code quality and productivity gains, and share honest assessments of what works and what doesn't. Learn which AI assistants excel at different tasks, how to integrate AI into your development process effectively, and techniques for maintaining code quality when using AI assistance. All recommendations are based on hands-on testing and real-world use, not marketing claims or theoretical possibilities.
Practical prompt engineering techniques for developers. Learn how to get better code from AI with specific patterns, examples, and real prompts I use daily.
Sometimes the best AI is invisible. Here's the case for using AI as infrastructure rather than a feature.
Not every AI feature is a good idea. Here are the common mistakes that lead to AI features users ignore—or hate.
AI features have hidden costs that can surprise you. API bills, latency, reliability issues—here are the real numbers.
Everyone's adding AI to their products. Most are doing it wrong. Here's how to add AI features that users actually want.
AI doesn't say 'I don't know.' It says something that sounds plausible but might be completely wrong. Here's how to develop the judgment to spot it.
Documentation is where AI genuinely shines. Here's how to use AI to write docs you'll actually maintain.
No team means no code reviews—unless you create your own. Here's how to get meaningful feedback when you're the only developer.
Stop pasting error messages and hoping. Here's a systematic approach to debugging with AI that actually solves problems.
When you can't send code to the cloud, local AI models offer a compelling alternative. Here's how to set up a private AI workflow.
Not every AI tool lives up to the hype. Here's what I tried, what failed, and why I cancelled the subscriptions.
You don't need $60/month in AI subscriptions to be productive. These free tools deliver real value without the cost.
We cover a range of tools including Claude, ChatGPT, and specialized coding assistants. Our reviews focus on practical use cases and real productivity gains.
Start with our tutorials on prompt engineering and workflow integration. We provide step-by-step guides for incorporating AI into your daily development process.
Yes. We emphasize practical, production-ready approaches. All tutorials include best practices for code review, testing, and quality assurance when using AI assistance.