https://x.com/WilcoKr/
Working on https://fragno.dev
I've seen that agents can build real, working, Stripe integrations. But not necessarily correct ones. I've seen it do non-idempotent database operations in webhook handlers and also call Stripe APIs as a side-effect in synchronous flows.
Agents grind until the integration works in the happy path, but the devil is in the details as always.
I experimented with a command for atomic commits a while ago. It explicitly instructed the agent to review the diff and group related changes to produce a commit history where every HEAD state would work correctly. I tried to get it to use `git add -p`, but it never seemed to follow those instructions. Might be time for another go at this with a skill.
> You could take an editor session, a diff, or a pull request and automatically split it into a series of more focused commits that are easier for people to review. This is one of the cases where the AI can reduce human review labor
I feel this should be a bigger focus than it is. All the AI code review start up are mostly doing “hands off” code review. It’s just an agent reviewing everything.
Why not have an agent create a perfect “review plan” for human consumption? Split the review up in parts that can be individually (or independently) reviewed and then fixed by the coding agent. Have a proper ordering in files (GitHub shows files in a commit alphabetically, which is suboptimal), and hide boring details like function implementations that can be easily unit tested.
This project is an enhanced reader for Ycombinator Hacker News: https://news.ycombinator.com/.
The interface also allow to comment, post and interact with the original HN platform. Credentials are stored locally and are never sent to any server, you can check the source code here: https://github.com/GabrielePicco/hacker-news-rich.
For suggestions and features requests you can write me here: gabrielepicco.github.io