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CLI proxy that reduces LLM token consumption by 60-90% on common dev commands

https://github.com/rtk-ai/rtk
5•ahamez•2h ago

Comments

zeristor•1h ago
I had this on some of my optimisation passes using Claude via Windsurf.

Big on process my Rules files was sprawling but I slimmed down the frequent rules and broke out the rest to sub files.

Using scripts resolves the ‘the agent forgot to do something’ bit, and I went from bash to python since I was using tests a lot. Nice to have a thousand or so tests running in parallel often.

This is all redundant with the new Claude projects, and I was inspired by the idea.

Still all this process detracts from actually finishing projects that are burning in my mind all the time.

Not bad for my second week of using it, but I am realising MCPs might be better.

Oras•1h ago
It looks so promising, but the first thing came to my mind is these models are mostly trained on the default cli output, would compressing it mess with the output of these models?

Scientists Are Finally Unlocking a Cancer Treatment's Full Potential

https://www.theatlantic.com/science/2026/04/car-t-cell-therapy-autoimmune-disease/686742/
1•JumpCrisscross•11s ago•0 comments

How Chinese state-media CGTN is shaping global narratives

https://rsf.org/en/65-language-megaphone-how-chinese-state-media-cgtn-shaping-global-narratives
1•fodmap•2m ago•0 comments

Show HN: PyClaw

https://github.com/venkatram-s/pyclaw/
1•venkatram-s•3m ago•0 comments

Have 2 accounts in Claude Code and it sucks switching between them?

https://github.com/Mamdouh66/claude-switch
1•mamdouh_ai•5m ago•0 comments

Purisaki Berberine Patches – Natural Herbal Patch for Healthy Living [pdf]

https://storage.prod.researchhub.com/uploads/papers/users/187827/42ae3503-fb78-4ce2-bfb4-a0a41d3a...
1•carlaglam•6m ago•0 comments

Jj v0.39.0 Released

https://github.com/jj-vcs/jj/releases/tag/v0.39.0
1•birdculture•6m ago•0 comments

Custom AI Solutions – AI Development Company – ViitorCloud

https://viitorcloud.com/capabilities/custom-ai-solutions/
1•Olivia_Watson•8m ago•0 comments

AI scans 400k Reddit posts to flag overlooked GLP-1 side effects

https://medicalxpress.com/news/2026-04-ai-scans-reddit-flag-overlooked.html
2•geox•12m ago•0 comments

I stopped looking for startup ideas. I started noticing something else

1•vibecoder21•13m ago•0 comments

5 Open-Source Projects Running Transformers on CPUs to GPUs in Pure-Modern Java

https://old.reddit.com/r/java/comments/1shho8f/the_purejava_llm_revolution_the_jvm_now_has_all/
2•mikepapadim•18m ago•2 comments

Amazon CEO Andy Jassy's 2025 Letter to Shareholders

https://www.aboutamazon.com/news/company-news/amazon-ceo-andy-jassy-2025-letter-to-shareholders
2•alex_suzuki•23m ago•0 comments

Show HN: Airwave synced music streaming from YouTube/Spotify links

https://github.com/76696265636f646572/Airwave
1•Vibecoder_•26m ago•0 comments

Warp Decode vs. vLLM's Triton kernel: where each wins (crossover analysis)

https://ai.rundatarun.io/AI%20Systems%20%26%20Architecture/reproducing-warp-decode-blackwell
2•RyeCatcher•27m ago•0 comments

Repository Pattern with Hygienic Macros in Scheme – Lisp

https://jointhefreeworld.org/blog/articles/lisps/functional-repository-pattern-in-scheme-with-mac...
2•jjba23•29m ago•0 comments

The Music of the Spheres: SMBC 5 part comic co-authored with Terry Tao

http://smbc-comics.com/comic/spheres-part-1
1•yeellow•31m ago•0 comments

Show HN: Go language extension with HTML templates

https://github.com/doors-dev/gox
2•derstruct•32m ago•0 comments

Show HN: The Stack, a Clay sculpture that writes poems through Wi-Fi [video]

https://vimeo.com/1181880000
1•G_S•33m ago•0 comments

Gender Medicine Set Itself Up for Disaster

https://www.compactmag.com/article/how-gender-medicine-set-itself-up-for-disaster/
1•isolli•34m ago•0 comments

Show HN: Polter – Agent Driven UI (react library)

https://mydatavalue.github.io/polter/
4•lemonade311•36m ago•0 comments

The Building Block Economy – Mitchell Hashimoto

https://mitchellh.com/writing/building-block-economy
1•futurecat•36m ago•0 comments

Untaxed hidden wealth surpasses wealth of the poorest half of humanity

https://www.oxfam.org/en/press-releases/untaxed-wealth-hidden-offshore-richest-01-surpasses-entir...
12•robtherobber•37m ago•0 comments

We're Getting the Wrong Message from Mythos

https://danielmiessler.com/blog/wrong-message-from-mythos
2•tobr•49m ago•0 comments

Mesurer: Measure and Align Everything on Localhost

https://mesurer.ibelick.com
2•handfuloflight•50m ago•0 comments

Supply chain attack on CPU-Z and HWMonitor

https://twitter.com/vxunderground/status/2042483067655262461
4•aprilnya•51m ago•1 comments

US plans to automatically register young men for military draft

https://www.bbc.com/news/articles/cd6lx2lpl9xo
19•georgecmu•55m ago•11 comments

Show HN: Open-Source MCP Servers – Twitter, Bluesky, LinkedIn, Google Ads, HN

https://github.com/isteamhq/mcp-servers
5•spotlayn•59m ago•0 comments

Elastic Tabstops (2006)

https://nick-gravgaard.com/elastic-tabstops/
1•dhruv3006•59m ago•0 comments

Show HN: Emduke32 – duke nukem 3D native in your web browser

https://originalsouth.github.io/emduke32/
1•originalsouth•1h ago•1 comments

Show HN: Hindsight Simulator – Go back in time and get rich

https://chrispattle.com/hindsight-simulator
5•pattle•1h ago•0 comments

Startup Focido joins the Limb accelerator

https://focido.com/
1•vladimir_fc•1h ago•0 comments