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patrick4urcloud

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Show HN: RTK – Wrap your CLI commands, save 60-90% of tokens in AI coding agents

github.com
4 points·by patrick4urcloud·5 maanden geleden·4 comments

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

1 points·by patrick4urcloud·5 maanden geleden·1 comments

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

github.com
3 points·by patrick4urcloud·6 maanden geleden·1 comments

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

2 points·by patrick4urcloud·9 maanden geleden·0 comments

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

3 points·by patrick4urcloud·9 maanden geleden·0 comments

comments

patrick4urcloud
·5 maanden geleden·discuss
omg move to rustfs
patrick4urcloud
·5 maanden geleden·discuss
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.
patrick4urcloud
·5 maanden geleden·discuss
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
patrick4urcloud
·5 maanden geleden·discuss
i was right ... https://medium.com/@patrick.szymkowiak/github-is-falling-apa...
patrick4urcloud
·5 maanden geleden·discuss
amazing!
patrick4urcloud
·5 maanden geleden·discuss
nice job !
patrick4urcloud
·5 maanden geleden·discuss
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.
patrick4urcloud
·5 maanden geleden·discuss
Good! I'll definitely give it a try!! we still need a good email server system in open source and simple to install / maintain ?
patrick4urcloud
·5 maanden geleden·discuss
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
patrick4urcloud
·5 maanden geleden·discuss
very good job nice. i will give a try !
patrick4urcloud
·6 maanden geleden·discuss
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%
patrick4urcloud
·6 maanden geleden·discuss
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 :)
patrick4urcloud
·7 maanden geleden·discuss
wow incredible job ! it's a very nice idea.
patrick4urcloud
·7 maanden geleden·discuss
i think it's time to migrate like zig.
patrick4urcloud
·7 maanden geleden·discuss
yes ! i'm actually doing the same as i saw the safe_sleep.sh code on their runners ... insane story ...
patrick4urcloud
·7 maanden geleden·discuss
so the conclusion is orbital datacenter is a very bad idea ?
patrick4urcloud
·7 maanden geleden·discuss
their cli is awesome nicer than others :)
patrick4urcloud
·7 maanden geleden·discuss
very nice website !
patrick4urcloud
·7 maanden geleden·discuss
[flagged]
patrick4urcloud
·7 maanden geleden·discuss
wow !