>All the code, architecture, logic, and design in minikv were written by me, 100% by hand.

Why people always lie with this? Especially in this case that they uploaded the entire log:

  Date:   Sat Dec 6 16:08:04 2025 +0100
      Add hashing utilities and consistent hash ring
  Date:   Sat Dec 6 16:07:24 2025 +0100
      Create mod.rs for common utilities in minikv
  Date:   Sat Dec 6 16:07:03 2025 +0100
      Add configuration structures for minikv components
  Date:   Sat Dec 6 16:06:26 2025 +0100
      Add error types and conversion methods for minikv
  Date:   Sat Dec 6 16:05:45 2025 +0100
      Add main module for minikv key-value store

And this goes on until project is complete (which probably took 2~3h total if sum all sessions). Doubt learned anything at all. Well, other than that LLMs can solo complete simple projects.

Comments in previous submission are also obviously AI generated. No wonder was flagged.

It looks like that if you want logically separated commits from a chunk of programming you have done. Stage a file or a hunk or two, write commit message, commit, rinse and repeat.

Absolutely: for all meaningful work I prefer small, logical commits using git add -p or similar, both for history clarity and for reviewer sanity. In initial “spike” or hack sessions (see early commits :)), it’s sometimes more monolithic, but as the codebase stabilized I refactored to have tidy, atomic commit granularity. I welcome suggestions on workflow or PR polish!

You have never split your working tree changes into separate commits?

Irrelevant question. In README has:

>Built in public as a learning-by-doing project

So, either the entire project was already written and being uploaded one file at the time (first modification since lowest commit mentioned is README update: https://github.com/whispem/minikv/commit/6fa48be1187f596dde8..., clearly AI generated and clearly AI used has codebase/architecture knowledge), and this claim is false, or they're implementing a new component every 30s.

I had the opportunity to request a review of my first post (which was flagged) following my email to the moderators of HN. I didn’t use AI for the codebase, only for .md files & there's no problem with that. My project was reviewed by moderators, don't worry. If the codebase or architecture was AI generated this post would not have been authorized and therefore it would not have been published.

How does this deleted fix_everything.sh fit in to your story?

https://github.com/whispem/minikv/commit/6e01d29365f345283ec...

I don't see the problem to be honest

Hmm. You doth protest too much, methinks :)

I thought that your “background in literature” contributed to the “well-written docs”, but that was LLMs!

No, I was helped (.md files only) by AI to rewrite but the majority of the doc is written by myself, I just asked for help from the AI for formatting for example.

I am not going to pretend to know what this person did, but I've definitely modified many things at once and made distinct commits after the fact (within 30s). I do not find it that abnormal.

Thanks a lot! I make distinct commits "every 30s" because I'm focused and I test my project. If the CI is green, I don't touch of anything. If not, I work on the project until the CI is fully green.

What does that mean? You got feedback from the CI within 30 seconds and immediately pushed a fix?

Yes, in minikv, I set up GitHub Actions for automated CI. Every push or PR triggers tests, lint, and various integration checks — with a typical runtime of 20–60 seconds for the core suite (thanks to Rust’s speed and caching). This means that after a commit, I get feedback almost instantly: if a job fails, I see the logs and errors within half a minute, and if there’s a fix needed, I can push a change right away.

Rapid CI is essential for catching bugs early, allowing fast iteration and a healthy contribution workflow. I sometimes use small, continuous commits (“commit, push, fix, repeat”) during intense development or when onboarding new features, and the fast CI loop helps maintain momentum and confidence in code quality.

If you’re curious about the setup, it’s all described in LEARNING.md and visible in the repo’s .github/workflows/ scripts!

So you read the CI result, implement a fix and stage + commit your changes in ~10 seconds? You might be superhuman.

Yes, I do split my working tree into separate commits whenever possible! I use interactive staging (git add -p) to split logical chunks: features, fixes, cleanups, and documentation are committed separately for clarity. Early in the project (lots of exploratory commits), some changes were more monolithic, but as minikv matured, I've prioritized clean commit history to make code review and future changes easier. Always happy to get workflow tips — I want the repo to be easy to follow for contributors!

But you will never commit them via GitHub's web interface one file at a time :)

Yes, I know. I had the opportunity to request a review of my first post (which was flagged) following my email to the moderators of HN. After checking, the moderator told me to redo a post because indeed I was wrongly flagged by some people here.