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TOSTracker – The AI Training Asymmetry

https://tostracker.app/analysis/ai-training
1•tldrthelaw•3m ago•0 comments

The Devil Inside GitHub

https://blog.melashri.net/micro/github-devil/
1•elashri•3m ago•0 comments

Show HN: Distill – Migrate LLM agents from expensive to cheap models

https://github.com/ricardomoratomateos/distill
1•ricardomorato•3m ago•0 comments

Show HN: Sigma Runtime – Maintaining 100% Fact Integrity over 120 LLM Cycles

https://github.com/sigmastratum/documentation/tree/main/sigma-runtime/SR-053
1•teugent•4m ago•0 comments

Make a local open-source AI chatbot with access to Fedora documentation

https://fedoramagazine.org/how-to-make-a-local-open-source-ai-chatbot-who-has-access-to-fedora-do...
1•jadedtuna•5m ago•0 comments

Introduce the Vouch/Denouncement Contribution Model by Mitchellh

https://github.com/ghostty-org/ghostty/pull/10559
1•samtrack2019•6m ago•0 comments

Software Factories and the Agentic Moment

https://factory.strongdm.ai/
1•mellosouls•6m ago•1 comments

The Neuroscience Behind Nutrition for Developers and Founders

https://comuniq.xyz/post?t=797
1•01-_-•6m ago•0 comments

Bang bang he murdered math {the musical } (2024)

https://taylor.town/bang-bang
1•surprisetalk•6m ago•0 comments

A Night Without the Nerds – Claude Opus 4.6, Field-Tested

https://konfuzio.com/en/a-night-without-the-nerds-claude-opus-4-6-in-the-field-test/
1•konfuzio•8m ago•0 comments

Could ionospheric disturbances influence earthquakes?

https://www.kyoto-u.ac.jp/en/research-news/2026-02-06-0
1•geox•10m ago•0 comments

SpaceX's next astronaut launch for NASA is officially on for Feb. 11 as FAA clea

https://www.space.com/space-exploration/launches-spacecraft/spacexs-next-astronaut-launch-for-nas...
1•bookmtn•11m ago•0 comments

Show HN: One-click AI employee with its own cloud desktop

https://cloudbot-ai.com
1•fainir•13m ago•0 comments

Show HN: Poddley – Search podcasts by who's speaking

https://poddley.com
1•onesandofgrain•14m ago•0 comments

Same Surface, Different Weight

https://www.robpanico.com/articles/display/?entry_short=same-surface-different-weight
1•retrocog•17m ago•0 comments

The Rise of Spec Driven Development

https://www.dbreunig.com/2026/02/06/the-rise-of-spec-driven-development.html
2•Brajeshwar•21m ago•0 comments

The first good Raspberry Pi Laptop

https://www.jeffgeerling.com/blog/2026/the-first-good-raspberry-pi-laptop/
3•Brajeshwar•21m ago•0 comments

Seas to Rise Around the World – But Not in Greenland

https://e360.yale.edu/digest/greenland-sea-levels-fall
2•Brajeshwar•21m ago•0 comments

Will Future Generations Think We're Gross?

https://chillphysicsenjoyer.substack.com/p/will-future-generations-think-were
1•crescit_eundo•24m ago•1 comments

State Department will delete Xitter posts from before Trump returned to office

https://www.npr.org/2026/02/07/nx-s1-5704785/state-department-trump-posts-x
2•righthand•27m ago•1 comments

Show HN: Verifiable server roundtrip demo for a decision interruption system

https://github.com/veeduzyl-hue/decision-assistant-roundtrip-demo
1•veeduzyl•28m ago•0 comments

Impl Rust – Avro IDL Tool in Rust via Antlr

https://www.youtube.com/watch?v=vmKvw73V394
1•todsacerdoti•28m ago•0 comments

Stories from 25 Years of Software Development

https://susam.net/twenty-five-years-of-computing.html
3•vinhnx•29m ago•0 comments

minikeyvalue

https://github.com/commaai/minikeyvalue/tree/prod
3•tosh•34m ago•0 comments

Neomacs: GPU-accelerated Emacs with inline video, WebKit, and terminal via wgpu

https://github.com/eval-exec/neomacs
1•evalexec•39m ago•0 comments

Show HN: Moli P2P – An ephemeral, serverless image gallery (Rust and WebRTC)

https://moli-green.is/
2•ShinyaKoyano•43m ago•1 comments

How I grow my X presence?

https://www.reddit.com/r/GrowthHacking/s/UEc8pAl61b
2•m00dy•44m ago•0 comments

What's the cost of the most expensive Super Bowl ad slot?

https://ballparkguess.com/?id=5b98b1d3-5887-47b9-8a92-43be2ced674b
1•bkls•45m ago•0 comments

What if you just did a startup instead?

https://alexaraki.substack.com/p/what-if-you-just-did-a-startup
5•okaywriting•52m ago•0 comments

Hacking up your own shell completion (2020)

https://www.feltrac.co/environment/2020/01/18/build-your-own-shell-completion.html
2•todsacerdoti•55m ago•0 comments
Open in hackernews

Small things that will make 3x better at vibe coding

4•udit_50•1mo ago
I have been writing a few posts about improving your vibe coding efficiency lately and this post is one more such contribution. I am building products since 6+ years and this post is about things that you can just start doing and see your vibe coding skills improve with huge margins.

One thing to start off, this is neither a guru-kind of post where I will claim I know something you all don't know, nor it is that I am any more intelligent than you. ItItss simply just my personal experience.

Here are the things (by increasing order) -

1. Building from 1st Principles : Most vibe coders start off by just chasing something extra complex which might look achievable till 90%, but gets much more complicated in the later 10% due to the engineering limitations of human or artificial intelligence. So, rather than telling the AI rigorously to "fix the code", see the code, send parts of the code to other reasoning models, and think - "Why at the point, this error is occurring?"

If you start thinking in less complex questions, your reasoning capacity becomes strong thus making your overall interaction with vibe coding applications stronger.

2. Think in terms of structure : This is one of the key things vibe coders are missing. Most of us just write a prompt and expect AI to come up with a ready-to-deploy version. But honestly, AI is not our senior developer (yet).

If I am to start with a new project today, I will come up with the list of all stacks I will be using - Db, auth, vectors, ML libraries, etc. and then create a list of these libraries, and a folder structure to start off. I might use ChatGPT to create this but the main point is, I get it pre-built before starting to vibe code. Once done, I will let my IDE take over it.

3. Documenting & Always be Knowing What Your Code Does : One major setback for vibe coders is that most of them don't really understand what part of their code is doing exactly what? That's the reason why a developer can do atleast 3 times better vibe coding than a regular person coz he can read the terminal for errors, see through code and apply his intelligence in writing prompts that will fix things.

Now, don't start learning programming because of this. You are way better than that. But just get knowledge of how backend like HTTP, CD/CI pipelines, SQL, guardrails, evals, Websockets, API, Redis, etc. works. Once you know what this is, you will be much better at mindful thinking and building stuff.

About documenting, you can just create one file (mind.md or something) that will contain all major changes and logs of things you are doing. Even you can go a step beyond and create proper documentation for you, your users and future dev team to help understand what your code is about. You can use SuperDocs[dot]cloud for using AI to create documents without actually writing it.

At last, the advice is to think and have knowledge of stack like a developer but execute with AI. That will help you make much better apps at scale. I know, I might have missed a few things, feel free to add stuffs in the replies.

Also, if you are building this by yourself and got stuck somewhere or have any question, please ask me, I will try to respond you.

Comments

PaulHoule•1mo ago
If you are doing these things you are not "vibe coding". Vibe coding is about being overwhelmed with FOMO. When Karpathy talks about this he is always describing his feelings of being out of control, don't let these feelings infect you!

Using AI agents deliberately with your emotions in control is something entirely different. Bring all your project management skills to bear.

Another small useful step is to describe what you want it to do and say thing "Does this make sense to you?" or "Do you have any questions for me?" or "Propose how you will do this" in ask mode and be willing to go back and forth before you set it loose.