Other notable agents' LOC: Codex (Rust) ~519K, Gemini (TS) ~445K, OpenCode (TS) ~254K, Pi (TS) ~113K LOC. Pi's modular structure makes it simple to see where most of code is. Respectively core, unified API, coding agent CLI, TUI have ~3K, ~35K, ~60K, ~15K LOC. Interestingly, the just uploaded claw-code's Rust version is currently at only 28K.
edit: Claude is actually (TS) 395K. So Gemini is more bloat. Codex is arguable since is written in lower-level language.
It's related to commits actually having a parent-child structure (forming a graph) and timestamps (commit/author) being metadata. So commits 1->2->3->4 could be modified to have timestamps 1->3->2->4. I know GitHub prefers sorting with author over commit date, but don't know how topology is handled.
> It's related to commits actually having a parent-child structure (forming a graph) and timestamps (commit/author) being metadata.
Yeah, I think everyone is aware. It's just that the last couple dozen commits, to me, looked like commits had been created in chronological order, so that topological order == chronological order.
> I know GitHub prefers sorting with author over commit date, but don't know how topology is handled.
This just seems like calling a shell script with extra steps.
I have a shell utility similar to make that CI/CD calls for each step (like for step build, run make build) that abstracts stuff. I'd have Prek call this tool, I guess, but then I don't get what benefit there is here.
>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.
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.
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.
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!
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!
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!
Just create a disposable isolated environment, like VM or container, and do it inside? And, yes, does compile.
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