#open-source

Unbelievable! Run Kimi K3–2.8 Trillion Parameters — on a Single 4GB GPU

The new king of open source is three points behind Claude. Here is how to run it on the single 4GB GPU card in your desktop.

432 Flaws in 31 Hours. 3 People Filed Them. Missing One Costs Millions.

Four in ten arrive with no severity score at all. The people who wrote them cannot say which ones reach your product. In September that…

Training Models Bigger Than Your GPU: A Complete Guide to DeepSpeed

How Microsoft’s Optimization Library Turned Extreme Scale Deep Learning Into a Practical, Everyday Tool

After 3 Weekend Hikes, I Wanted to Visualise the Elevation -So I Built My Own Hiking Explorer using…

MapTiler ships an official AI agent skill: a package you drop into your coding agent so it writes MapTiler code the right way. I wanted to…

11,000 Secret Words Leaked. Open Source Was Winning. They Attacked Brutally.

The leaked memo had been printed for the third-ranking executive in the building, behind Gates and Ballmer. Every prediction in it came…

How I Went From Interview Rejections to Building a 200+ Question Open‑Source Cybersecurity Resource

And why I’m giving it away for free.

The Gap Between Knowing a Best Practice and Actually Following It Is Where Most Expertise Lives

The world’s knowledge is in your AI. The world’s practice is not.

40 Years Built This Database. AI Copied It. 46,000 Tests Passed. One Query Broke It.

Two people used AI coding agents to rebuild an entire production database from scratch. It passed every conformance test. Then a fuzzer got…

Week 8: 5 Open-Source GitHub Repositories Quietly Changing AI Engineering in 2026

Not a Member? Read for FREE here.

MoE Cost Analyzer: Benchmark Dense vs Mixture-of-Experts LLMs on Your Own Prompts with Real API…

Every team running LLMs in production eventually asks the same question: should we switch to a Mixture-of-Experts model? The MoE…

Claude Agent SDK Example: Building an AI Gym Coach (OAK)

Original article: https://franwbu.com/blog/building-oak-an-open-source-ai-gym-coach/

BigQuery Client — Typed Errors, Injectable Auth, and Pagination

RustCloud is a Rust library giving developers one unified interface to any cloud provider. This post covers a rewrite of the BigQuery…

OxiGeo: The Day Geospatial Computing Stopped Needing C/C++/Python

How a 747,000-line, 76-crate Pure Rust rewrite of the GDAL idea — with four live browser demos to prove it — quietly changes what…

He Called Linux Obsolete in 1992. His Own OS Now Hides in Your CPU.

In 1992, one of the field’s most revered professors declared a hobby kernel dead on arrival. Both sides were right. The proof stayed buried…

# How to Find GitHub Repositories Worth Contributing To (Without Wasting Weeks on the Wrong Ones)

My First Open Source Release Contribution — What OpenChoreo Taught Me

A few years ago, I thought open source was simply about fixing bugs or adding new features.

Shift-Left to the Keystroke: The Zenzic VS Code Extension

Since its inception, Zenzic has operated as a strict, deterministic gatekeeper for CI/CD pipelines. It ensures that no broken links…

The Architecture of AGI: Anchoring World Models in Arithmetic Permanence

Frank Morales Aguilera, BEng, MEng, SMIEEE

Stop Running Data Syncs Manually: Automate Incremental Pipelines with Apache SeaTunnel &…

Still spending time manually synchronizing new data every day? Combine Apache SeaTunnel with Apache DolphinScheduler to build a fully…

The Transcendence of Cognitive Engineering: From Heuristic Connectionism to Topological AGI

Frank Morales Aguilera, BEng, MEng, SMIEEE

A Stronger Foundation for Decentralized Communication

Better recovery, richer APIs, and a smoother experience for the people who keep ADAMANT running

I Was Tired of Debugging CI/CD Pipelines, So I Built StepScope

how “fix ci”, “fix ci again” and “please work” became three separate commits in my git history

Five Packages Later, Everything Started Feeling Easier

Building Kivex Flutter and Kivex React Native taught me that every challenge you conquer prepares you for the next one.

🚀 Inkling — A 975 Billion Parameter OS Model

Open-source LLM just got a new member, Inkling from Thinking Machines!

Inkling is here: what Thinking Machines Lab’s first open model offers

A hands-on look at the 975B-parameter Inkling model, and how to wire it into OpenCode before it lands in the default picker.

Visualizing Millions of Points in Seconds: A Deep Dive Into GPU Accelerated t-SNE

How tsne-cuda Turns a Notoriously Slow Dimensionality Reduction Technique Into a Near Instant Tool

The Architecture of Certainty: H2E Deterministic AI Governance

Frank Morales Aguilera, BEng, MEng, SMIEEE

uv is amazing and that’s exactly what should scare Python devs

uv is genuinely the best thing to happen to Python tooling in a decade. That’s exactly why I’m nervous.

How to Stream MySQL CDC Data to Any HTTP API with Apache SeaTunnel

If your target system can’t connect directly to your database and only accepts data through HTTP APIs, Apache SeaTunnel has you covered.

ThinkingCap-Qwen3.6–27B: Think Less, Do Faster, Same Quality

Qwen3.6–27B has been my go-to model for months. It’s smart, capable, and handles everything from complex research to coding tasks. But…

The Architecture of Permanence: A Sieve of Universal Order

Frank Morales Aguilera, BEng, MEng, SMIEEE

Why You Should Consider Local LLM, Even have Claude Code and Codex In Hand

Because the AI trap is real

Two Towers, One Breakthrough: How NVIDIA Made Diffusion Language Models Fast Without Sacrificing…

Inside Nemotron Labs TwoTower, an architecture that clones a pretrained model into a frozen memory tower and a trainable generator to…

Kimi K2.7 Code vs. GLM-5.2: which open-weight coding model to self-host on vLLM

You’ve just finished reading the sixth “open-source model beats GPT-5.5” post this month, and you’re still no closer to an infrastructure…

Linux Under the Hood #3: Not All Linux Files Are Created Equal

Linux is famous for treating almost everything as a file. But that doesn’t mean every file serves the same purpose. Here’s why different…

Why the Open AI Model Window Is Closing

Why I Built an Application-Level Quota Manager for Laravel

Laravel provides excellent tools for request throttling through its built-in RateLimiter. But while building applications, I kept running…

NoteGen: The Open Source Note Taking App That Turns Scattered Thoughts Into Structured Knowledge

A Markdown first, AI powered workspace built for capturing ideas today and organizing them tomorrow

I Tried the Best Free Grammarly Alternatives in 2026-2027. Then I Built One.

GemType is a free, open-source Grammarly alternative: grammar checking + AI rewrites on any site, powered by your own free Gemini key.

HAMi Explained: Why Your GPUs Sit Idle While Your Bill Doesn’t

Before the release of Dynamic Resource Allocation and its alpha partitionable-device and consumable-capacity extensions, Kubernetes…

Broadcasting and Detecting iBeacons in Swift 6

Or: how I got tired of carrying around little Bluetooth pucks and turned my iPhone into one instead.

The Architecture of Permanence: The Dawn of Deterministic Cognitive Engineering

Frank Morales Aguilera, BEng, MEng, SMIEEE

Running a 744 Billion Parameter AI Model on a Regular Laptop: Inside the Colibri Inference Engine

How a tiny, dependency free C program makes frontier scale Mixture of Experts models usable on hardware most developers already own

ZCode: The Open-Weight Coding Agent With a Catch

GLM-5.2 is the strongest open coding model shipping today. That doesn’t mean you own it.

Have you ever wished Kindness and Caring were taught in school as a specific lesson plan?

The Wallet Wall: The Collapse of the Stochastic Illusion

Frank Morales Aguilera, BEng, MEng, SMIEEE

Rails AI Image Generation: Job, Storage, Moderation

Wiring image generation through Active Storage with a moderation gate, so user prompts cannot push unsafe or off-brand output straight into…

用了 GitZip 这么多年，我动手做了一个开源的「Pro」版

不是重构，是进化 — — GitZip Pro 保留了习惯，补上了遗憾。

Beyond ChatGPT: 4 Hidden-Gem Open Source AI Projects You Can Use Today

Move past basic chat boxes and take control with vectorless RAG, local knowledge graphs, and zero-cost developer playgrounds.

The More Challenges You Conquer, the Faster You Grow

Building three open source packages taught me that every challenge you overcome becomes the experience that makes the next one easier.