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xbillOct 16, 2026 • 12 min read
Renting Out One T4 to Three Customers: Gemma 4, vLLM Multi-LoRA and a Rust Gateway
One Tesla T4 serving Gemma 4 E2B to three paying tenants. A 245-line Rust gateway gives each one a k...
#devchallenge#hf26challenge#gemma#rust
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Yash Kumar Saini3d ago • 5 min read
Dev log #25 Hardening p2p networking and shipping interactive CLI features in Rust
Hi, glad you found your way here. I'm Yash, a developer who contributes to open source, mostly p2p.....
#rust#cli#networking#discuss
13 0
Lymah5d ago • 6 min read
PawPitch: A Local AI Pitch Writer That Has to Earn Its Claims
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...
#devchallenge#hf26challenge#rust#gemma
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Priyanshu Verma6d ago • 6 min read
Building a NoSQL Database in Rust, from Scratch: The Why
Series: nosqlite devlog, Part 1 I do this thing sometimes where I get an idea at the wrong time. No...
#rust#database#learning#programming
5 5
iCe GamingOct 16, 2026 • 7 min read
Memory, blast radius, and a guard: three local tools for AI coding agents
I spend most of my day with an AI coding agent open: Claude Code, Codex, Cursor, depending on the...
#ai#rust#opensource#mcp
6 4
Selçuk GÜRAL2d ago • 6 min read
I built Kule: AI agents work on a copy of your folder, and you decide what comes back
Hi, I'm Selçuk. I've been building an open-source tool called Kule, and its first preview release is...
#ai#rust#opensource#security
3 15
Masyoudi2d ago • 8 min read
Building a Native Release Engineering Cockpit in Rust, GPUI, and Local AI
Automating software releases with CLI scripts works well until something goes wrong. A developer...
#hf26challenge#rust#ai#opensource
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Mason WyattOct 16, 2026 • 7 min read
How AI Coding Tools Leak Your API Keys, And What I Built to Stop It
Last week I watched Claude Code read my .env file, extract my OpenAI API key, and paste it into a...
#security#ai#rust#mcp
0 1
Vadym StupakovOct 16, 2026 • 7 min read
DatasetRT: Stop Rebuilding Datasets to Rebalance Training
You’re running another training experiment on the same dataset. The images are already processed, th...
#machinelearning#python#rust#deeplearning
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Devanshu Verma2d ago • 6 min read
Shipping a Mac app without a $99 Apple Developer account
I build Kopi, a free, open-source (MIT) clipboard manager for macOS and Windows. It's written in Rus...
#macos#rust#opensource#tauri
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Abo-Elmakarem Shohoud1d ago • 6 min read
How I Built Rusty Inbox: a Fast, Open-Source Email Client in Rust and Qt 6
A native Rust mail engine with a Qt 6 / QML interface: the two-layer architecture, Undo Send as an o...
#linux#opensource#rust#softwaredevelopment
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gilnett5d ago • 4 min read
Learned Indexes in Rust v0.2: Answering Reddit, Adding Range Queries, and Beating slice::binary_search
A few days ago, I published an architectural deep dive exploring a provocative question: What if we....
#rust#performance#database#algorithms
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Kaushikreddy Lingi4d ago • 2 min read
Two sessions sent the same request id. My MCP server swapped their results.
I audited my own Rust MCP server against the spec, line by line. One row of the audit was a bug I...
#rust#mcp#ai#opensource
3 3
Mhmad hassn2d ago • 3 min read
I built a browser for AI agents, then benchmarked it against Playwright MCP and browser-use
Every agent I tried on the web had the same problem: it was reading too much. A browser tool hands.....
#ai#agents#showdev#rust
2 4
Ashan_Dev5d ago • 4 min read
Eight Rust apps, one team, and a PSD parser written from Adobe’s public spec
Somebody on Bluesky summed up the PhotoCraft repo as "AI stole Photoshop and now it's open source?"....
#rust#opensource#ai#design
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Huseyn Huseynov5d ago • 3 min read
Building Mintu: An Open-Source Living Desktop Pet and Local AI Companion with Tauri 2, Rust, and TypeScript
Most desktop AI interfaces today follow a predictable pattern: an isolated browser tab, a heavy...
#ai#opensource#rust#typescript
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Fujo3d ago • 4 min read
We're fed up with Rust's borrow checker. It's time to break free.
I like Rust. I also dread the moment the borrow checker says no and the compiler refuses to explain....
#rust#programming#compilers#opensource
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Emir Mrkaljević5d ago • 3 min read
Your CLI golden tests run in an empty directory (and that hides bugs)
I've been building behave, a tool that probes a command-line program as a black box (its --help,...
#testing#cli#rust#go
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Mikhail Panfilov1d ago • 14 min read
Brotli on NGINX thread pools: ngx_mbrotli vs ngx_brotli
Summary With google/ngx_brotli, each response is compressed inside the NGINX worker’s...
#nginx#brotli#rust#performance
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Prabal Patra5d ago • 13 min read
Three crashes, one body shop: a fraud agent where the graph picks the next query
Three crashes, all late at night, all at the same intersection, all within a month. Each time, the.....
#graphhacks#falkordb#ai#rust
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David1d ago • 5 min read
What I learned building a real app with Claude Code
Why I built it I recently finished The Complete Claude Code & Claude Cowork...
#claude#ai#rust#opensource
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Bhargav Bhatt5d ago • 7 min read
I Replaced runc with a Rust Container Runtime (youki) for a Week
The Boring Layer That Matters Most Every container you've ever run — docker run...
#rust#containers#programming
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Bargan Constantin2d ago • 8 min read
Ubuntu 26.10 Finishes the Rust Coreutils Switch. What Should Developers Test?
Rust-based cp, mv and rm are only part of Ubuntu 26.10's compatibility story. A practical guide to t...
#ubuntu#linux#devops#rust
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Kunal6d ago • 8 min read
Cursor-following auto-zoom on Linux Wayland: reading the cursor from the GPU in Rust
Wayland won't tell apps where the cursor is. Here's how HyperGSR reads it from the DRM hardware curs...
#rust#linux#opensource#showdev
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