Most AI Developer Tools Are Not Worth Adopting Yet
The AI tooling landscape is exploding. Most of it adds complexity without removing real friction. Here is how I decide what earns a spot in the stack.
Developer Tools coverage in this archive spans 6 posts from Jun 2021 to Apr 2024 and leans into practical engineering craft: interfaces, testing, and maintainable implementation details. The strongest adjacent threads are ai, productivity, and go. Recurring title motifs include ai, developer, months, and github.
The AI tooling landscape is exploding. Most of it adds complexity without removing real friction. Here is how I decide what earns a spot in the stack.
After three months of tracking Copilot and GPT-4 usage across real projects, the productivity picture is messier than the marketing suggests.
After three months of using AI-assisted code review across multiple projects, here's what actually works and what's just noise.
First impressions of ChatGPT from a working engineer. It is not a search engine, it is not a colleague, and it is definitely not a replacement. But it is something.
Six months with Copilot in real projects. What it actually helps with, where it quietly makes things worse, and why the productivity claims are overblown.
I got early access to GitHub Copilot's technical preview. Here's what it actually does well, what it gets wrong, and why I'm cautiously interested.