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LLMs as Language Compilers: Lessons from Fortran for the Future of Coding

https://cyber-omelette.com/posts/the-abstraction-rises.html
1•birdculture•26s ago•0 comments

Projecting high-dimensional tensor/matrix/vect GPT–>ML

https://github.com/tambetvali/LaegnaAIHDvisualization
1•tvali•1m ago•1 comments

Show HN: Free Bank Statement Analyzer to Find Spending Leaks and Save Money

https://www.whereismymoneygo.com/
1•raleobob•4m ago•1 comments

Our Stolen Light

https://ayushgundawar.me/posts/html/our_stolen_light.html
1•gundawar•5m ago•0 comments

Matchlock: Linux-based sandboxing for AI agents

https://github.com/jingkaihe/matchlock
1•jingkai_he•8m ago•0 comments

Show HN: A2A Protocol – Infrastructure for an Agent-to-Agent Economy

1•swimmingkiim•12m ago•1 comments

Drinking More Water Can Boost Your Energy

https://www.verywellhealth.com/can-drinking-water-boost-energy-11891522
1•wjb3•15m ago•0 comments

Proving Laderman's 3x3 Matrix Multiplication Is Locally Optimal via SMT Solvers

https://zenodo.org/records/18514533
1•DarenWatson•17m ago•0 comments

Fire may have altered human DNA

https://www.popsci.com/science/fire-alter-human-dna/
3•wjb3•18m ago•1 comments

"Compiled" Specs

https://deepclause.substack.com/p/compiled-specs
1•schmuhblaster•23m ago•0 comments

The Next Big Language (2007) by Steve Yegge

https://steve-yegge.blogspot.com/2007/02/next-big-language.html?2026
1•cryptoz•24m ago•0 comments

Open-Weight Models Are Getting Serious: GLM 4.7 vs. MiniMax M2.1

https://blog.kilo.ai/p/open-weight-models-are-getting-serious
4•ms7892•34m ago•0 comments

Using AI for Code Reviews: What Works, What Doesn't, and Why

https://entelligence.ai/blogs/entelligence-ai-in-cli
3•Arindam1729•34m ago•0 comments

Show HN: Solnix – an early-stage experimental programming language

https://www.solnix-lang.org/
2•maheshbhatiya•34m ago•0 comments

DoNotNotify is now Open Source

https://donotnotify.com/opensource.html
5•awaaz•36m ago•2 comments

The British Empire's Brothels

https://www.historytoday.com/archive/feature/british-empires-brothels
2•pepys•36m ago•0 comments

What rare disease AI teaches us about longitudinal health

https://myaether.live/blog/what-rare-disease-ai-teaches-us-about-longitudinal-health
2•takmak007•41m ago•0 comments

The Brand Savior Complex and the New Age of Self Censorship

https://thesocialjuice.substack.com/p/the-brand-savior-complex-and-the
2•jaskaransainiz•43m ago•0 comments

Show HN: A Prompting Framework for Non-Vibe-Coders

https://github.com/No3371/projex
2•3371•44m ago•0 comments

Kilroy is a local-first "software factory" CLI

https://github.com/danshapiro/kilroy
2•ukuina•54m ago•0 comments

Mathscapes – Jan 2026 [pdf]

https://momath.org/wp-content/uploads/2026/02/1.-Mathscapes-January-2026-with-Solution.pdf
1•vismit2000•56m ago•0 comments

80386 Barrel Shifter

https://nand2mario.github.io/posts/2026/80386_barrel_shifter/
2•jamesbowman•56m ago•0 comments

Training Foundation Models Directly on Human Brain Data

https://arxiv.org/abs/2601.12053
1•helloplanets•57m ago•0 comments

Web Speech API on HN Threads

https://toulas.ch/projects/hn-readaloud/
1•etoulas•59m ago•0 comments

ArtisanForge: Learn Laravel through a gamified RPG adventure – 100% free

https://artisanforge.online/
2•grazulex•1h ago•1 comments

Your phone edits all your photos with AI – is it changing your view of reality?

https://www.bbc.com/future/article/20260203-the-ai-that-quietly-edits-all-of-your-photos
1•breve•1h ago•0 comments

DStack, a small Bash tool for managing Docker Compose projects

https://github.com/KyanJeuring/dstack
3•kppjeuring•1h ago•1 comments

Hop – Fast SSH connection manager with TUI dashboard

https://github.com/danmartuszewski/hop
2•danmartuszewski•1h ago•1 comments

Turning books to courses using AI

https://www.book2course.org/
8•syukursyakir•1h ago•6 comments

Top #1 AI Video Agent: Free All in One AI Video and Image Agent by Vidzoo AI

https://vidzoo.ai
2•Evan233•1h ago•1 comments
Open in hackernews

Show HN: ThinkReview open source browser Copilot GitLab and ADO PRs(Ollama)

https://github.com/Thinkode/thinkreview-browser-extension
1•jkshenawy22•2mo ago
Over the last few months I’ve been building a lightweight, open-source “copilot” that runs directly in your browser and helps you review Pull Requests / Merge Requests without sending code to any external service unless you choose to.

ThinkReview just gained two major updates:

1. *It is now fully open source* 2. *It now supports Ollama, so you can run LLMs locally for private code reviews*

---

## What is ThinkReview?

ThinkReview is a browser extension that attaches itself to the native PR/MR UI in:

- GitLab (self-hosted or SaaS) - Azure DevOps - GitHub - Bitbucket

Instead of acting like CodeRabbit, CodeAnt, or CI-connected bots that auto-comment on your PRs, ThinkReview does something different:

- It gives you a *private chat window* attached to the diff view. - You can ask the model questions about the MR, explore logic, identify potential bugs, or generate draft comments. - The AI doesn’t post anything automatically — you stay in control.

This works well for developers who still do most of their reviewing in the browser and don’t want a noisy bot writing public comments.

---

## Demo (GIF)

<img src="https://firebasestorage.googleapis.com/v0/b/thinkgpt.firebas..." width="600" />

---

## Why open source?

A lot of early users (especially from companies running self-hosted GitLab) asked for:

- transparency around where code goes - the ability to self-audit - control over model choice - contributions and community fixes

Repo: https://github.com/Thinkode/thinkreview-browser-extension

It’s built with standard browser APIs and a small LLM integration layer, so it’s very hackable.

---

## Ollama Support (local LLMs)

As of v1.4.0, you can point ThinkReview to your local Ollama instance. This lets you run any supported model:

- Qwen Coder - Llama 3 - DeepSeek - Codestral - Any other Ollama model

### Why this matters

- Your code *never leaves your machine* - Zero cost - Works cleanly with self-hosted GitLab / air-gapped setups - No API keys, no vendor lock-in - You can swap models instantly

If you prefer speed, you can still use cloud LLMs; if you prefer privacy, Ollama works surprisingly well (tested ~50s on a Mac Mini M4).

---

## Installation

Works on any Chromium browser:

Chrome Web Store: https://chromewebstore.google.com/detail/thinkreview-ai-code...

No backend server required. Configuration is minimal.

---

## Looking for feedback

HN has a lot of people who:

- review PRs daily - care about developer ergonomics - run self-hosted GitLab - have thoughts about local vs cloud LLM workflows - like hacking on browser extensions

If you try it, I’d love feedback on:

- UI/UX improvements - additional provider integrations - other platforms to support - performance / caching ideas for local LLMs

Discussions / issues: https://github.com/Thinkode/thinkreview-browser-extension or https://thinkreview.dev/contact

Thanks for reading, *Jay*