The lab: AI coding utilities
Small AI developer tools and coding-agent utilities built for people who ship with AI. Published only when they are genuinely useful.
The bench is empty
Nothing in the lab is live yet. These are the utilities on the list, described as plans because that is what they are — not products with a fake “coming soon” button.
If one of these would be useful to you, saying so is the fastest way to move it up the queue: get in touch or open a thread in GitHub Discussions.
On the list
- Planned
Stack picker
Answer six questions about a project and get a defensible starting stack, with the trade-offs named.
Built because 'which stack should I use' has a decent answer once you know the constraints — team size, hosting, whether you need a database, how much you care about cold starts.
- decisions
- architecture
- Planned
Agent brief builder
Turn a rough task description into a structured brief a coding agent can act on.
The context checklist from the resources section, as a form: goal, acceptance criteria, files to imitate, scope limits and constraints, copyable as markdown.
- agents
- prompting
- Planned
Diff review prompts
Generate review questions tuned to the specific failure modes of generated code.
Paste a diff summary, get the questions worth asking about it — duplication, boundary conditions, error paths — rather than a generic checklist.
- code-review
- quality