News for hackers. Stuff that matters.

patrick4urcloud

Re:MinIO repository is no longer maintained on Friday February 13, 2026 @09:15AM (#47002990)
omg move to rustfs
Re:Warcraft III Peon Voice Notifications for Claude Code on Thursday February 12, 2026 @05:49AM (#46987167)
Love this, brings back LAN party vibes! Sound notifications for Claude Code are a real pain point.

I built something in the same space but took a different approach — less fun, more engineering: Vox (https://github.com/rtk-ai/vox) — local TTS in pure Rust, no API key, no cloud dependency.

I use Claude Code all day and got tired of watching it eat tokens on noisy CLI output. git status on a big repo, find across a project, cargo test with 200 lines of compilation — none of that noise is useful to the model.

So I built RTK. It wraps commands and strips the junk before it reaches your context: rtk git status # instead of git status rtk find "*.rs" . # compact results rtk ls . # token-optimized tree rtk cargo test # just the test results

My rtk gain -q after 15 days of real usage: Total commands: 7,061 Input tokens: 29.3M Output tokens: 4.8M Tokens saved: 24.6M (83.7%)

Biggest surprise was rtk find — directory listings are insanely wasteful. Run rtk discover on your Claude Code session history to see how many tokens you've been wasting — that's what convinced me to actually build this. Rust, MIT licensed. Happy to hear what commands are the worst token offenders for you.

https://github.com/rtk-ai/rtk

Re:Ask HN: What Are You Working On? (February 2026) on Sunday February 08, 2026 @09:19PM (#46940857)
amazing!
Re:I put a real-time 3D shader on the Game Boy Color on Sunday February 08, 2026 @09:03PM (#46940763)
nice job !
Re:Ask HN: What Are You Working On? (February 2026) on Sunday February 08, 2026 @09:00PM (#46940735)
Hi, I’m splitting my time between multi-cloud governance and optimizing my "vibe coding" workflow: Kexa (https://kexa.io)

An open-source multi-cloud governance framework powered by a YAML rule engine. We just reached a milestone by adding Database (DB) support.

The goal is to allow developers to audit configuration and compliance directly within DB instances, alongside standard cloud resources (AWS, GCP, Azure, K8s). We’re focusing on keeping the YAML rules as agnostic as possible so the same logic can apply across different environments without rewriting everything. rtk (https://github.com/rtk-ai/rtk)

This is a "scratching my own itch" project born from using Claude-code. While vibe coding, I got frustrated watching the agent spam ls -al or cat repeatedly just to "orient" itself.

It creates two main issues:

    The Token Tax: It burns through tokens for info the agent already has.

    Context Pollution: The context window fills up with redundant noise.
rtk acts as a CLI wrapper/filter to make LLM interactions more signal-to-noise efficient. It silences or summarizes redundant outputs so the agent only receives the necessary "delta." It’s a simple attempt to keep the context clean and make sessions last longer before the agent loses the plot.
Re:France's homegrown open source online office suite on Saturday February 07, 2026 @05:07PM (#46928623)
Good! I'll definitely give it a try!! we still need a good email server system in open source and simple to install / maintain ?
v0.7.1 ! all new features: - Token economics dashboard — track savings per command, cost analysis, execution time - Session scanner — analyzes your Claude Code history, finds commands that could have used rtk, and tells you how many tokens you wasted - Auto-rewrite hook — intercepts Claude Code calls in real-time and rewrites them to rtk equivalents, no manual setup needed - Rust toolchain support — compact output for cargo build, test, clippy - Git power user commands — branch, fetch, stash, worktree, show, full flag forwarding - Full JavaScript/TypeScript stack — npm/npx routing, pnpm build/typecheck, curl with auto JSON detection - GitHub CLI proxy — PR create, merge, diff, comment, edit, gh api passthrough - Three-tier parser infrastructure — JSON, regex, raw fallback system for reliable output compression across all tools

Show HN: RTK – Simple CLI to reduce token usage in your LLM prompts

Hi,I developed and use an IA tool to save $$$ . https://github.com/pszymkowiak/rtkSave your token on any IA code solution: rtk gain from a session: RTK Token Savings ════════════════════════════════════════ Total commands: 650 Input tokens: 3.9M Output tokens: 204.4K Tokens saved: 3.7M (96.2%) By Command: ──────────────────────────────────────── Command ...

( Read More... | 1 comment | on HN )
Re:Render Mermaid diagrams as SVGs or ASCII art on Thursday January 29, 2026 @04:53AM (#46807945)
very good job nice. i will give a try !
rtk gain

Total commands: 41 Input tokens: 6.8K Output tokens: 1.8K Tokens saved: 6.0K (88.2%)

Command Count Saved Avg% rtk git status 11 2.8K 81.2% rtk grep 3 1.5K 31.9% rtk git push 22 1.3K 92.0% rtk ls 5 431 47.1%

Show HN: RTK – Simple CLI to reduce token usage in your LLM prompts

https://github.com/pszymkowiak/rtk

I built this small tool for my own use to reduce the number of tokens I send to LLMs (Claude Code, etc.). It’s just a simple utility to filter command outputs before they hit the context.Here is what I’m getting with it so far:rtk gainTotal commands: 41 Input tokens: 6.8K Output tokens: 1.8K Tokens saved: 6.0K (88.2%)By Command: ──────────────────────────────────────── Command ...

( Read More... | 1 comment | on HN )
Re:It's hard to justify Tahoe icons on Monday January 05, 2026 @09:50AM (#46499385)
very nice article of how apple get confuse of a good ui. is it part of global Enshittification or did big tech forgot all past good rules ? i guess , steve jobs would have made an heart attack reading your article :)
Re:Noclip.website – A digital museum of video game levels on Friday December 19, 2025 @02:46AM (#46323289)
wow incredible job ! it's a very nice idea.
Re:Pricing Changes for GitHub Actions on Tuesday December 16, 2025 @03:32PM (#46294009)
i think it's time to migrate like zig.
yes ! i'm actually doing the same as i saw the safe_sleep.sh code on their runners ... insane story ...
Re:Economics of Orbital vs. Terrestrial Data Centers on Tuesday December 16, 2025 @02:04AM (#46285639)
so the conclusion is orbital datacenter is a very bad idea ?
their cli is awesome nicer than others :)
Re:The f*** off contact page on Monday December 08, 2025 @04:45AM (#46190348)
very nice website !
Re:Emacs Is My New Window Manager on Monday December 08, 2025 @02:34AM (#46189467)
you can do the same with https://omarchy.org/
Re:Anthropic acquires Bun on Tuesday December 02, 2025 @03:56PM (#46126765)
wow !
great !
Re:AI CEO – Replace your boss before they replace you on Thursday November 27, 2025 @04:55PM (#46073564)
nice !
Re:WebAssembly from the Ground Up on Friday November 21, 2025 @01:53AM (#46001905)
nice job
Re:Ask HN: What Are You Working On? (Nov 2025) on Tuesday November 11, 2025 @04:18PM (#45893002)
we are working on kexa.io an open source cspm ( security tool ) running on multi platform without servers.( pls stars us to help :) )
Re:Rust cross-platform GPUI components on Monday October 27, 2025 @09:05AM (#45720603)
very nice ! what about tauri versus this compoments ?
wow nice !

Show HN: Kexa.io – Open-Source IT Security (Now Premium UI and AI)

Hi HN,After building kexa.io, the open-source solution to scan your clouds for misconfigurations, we’re excited to announce the premium version, powered by AI for remediation assistance.When we first launched Kexa, our goal was to give developers and security teams a simple, unified, and Infrastructure-as-Code native tool to automate compliance and security checks across AWS, GCP, Azure, and...

( Read More... | no comments | 2 points | on HN )

Older »