What Parts of AI-Generated Code Should Humans Review Most Carefully?
AI-generated code can look convincing even when it contains subtle bugs. Before using it in a real project, which parts do you inspect most closely, and what kinds…
code security
Should I Code My Product Manually or Use AI to Build It Faster?
I have a strong product idea and I'm trying to decide how much of the implementation I should write myself versus generating with AI tools. Does manually written…
Why doesn’t vibe coding scale well to large applications?
AI can now generate surprisingly capable code from natural-language instructions, and it seems to work well for prototypes and small projects. However, experienced engineers often say that large…
Is it reasonable to have a developer handle deployment while I build the app on staging?
I manage websites and applications for clients, many of which are built by contracted developers. Since AI-assisted coding became widely available, I've started building smaller apps myself, and…
Are There Tools to Prevent Coding Mistakes Like Leaked Keys Before Committing?
I've noticed a lot of developers, myself included, often make silly mistakes like hardcoding API keys for quick tests, logging sensitive user data, or forgetting to write tests…
Is It Safe to Share Your App Code in Claude's Knowledge Base?
I'm curious about the potential risks involved in sharing my application code in Claude's knowledge base. I get that I shouldn't share sensitive information like API keys or…