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Ask HN: What works for cutting AI token costs?

4•leoncos•1h ago
My LLM token bill is getting painful.

Besides switching to cheaper models, what have you personally used to reduce cost in real applications?

Comments

mhrmsn•1h ago
Haven't benchmarked it, but for agentic coding e.g. Claude Code I found this useful:

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

Do you find yourself aimlessly scrolling? You're not alone

https://www.bbc.com/news/articles/czd2mq505dpo
1•01-_-•6m ago•0 comments

Apple updates child safety inspired by Australia's under-16 ban

https://www.abc.net.au/news/2026-06-09/apple-child-safety-features-revamped/106777228
1•01-_-•7m ago•0 comments

An open-source aircraft identification library in Python

https://github.com/xuhao1/pyAircraftIden
1•marklit•9m ago•0 comments

What if Germany had invested in nuclear power? (2024)

https://doi.org/10.1080/14786451.2024.2355642
2•leonidasrup•10m ago•0 comments

Forever Young: how one molecule can lock plants in a youthful state.(2025)

https://omnia.sas.upenn.edu/story/biologist-scott-poethig-plants-never-age
2•bryanrasmussen•12m ago•0 comments

Broken speaker? Anticonsumerist Repair Cafes urge you to fix it instead of pitch

https://apnews.com/article/repair-cafes-economy-anticonsumerism-affordability-buy-nothing-d3acac3...
2•Physkal•17m ago•0 comments

Uncle Sam considers buying a seat on the Titanic

https://www.theregister.com/ai-and-ml/2026/06/09/uncle-sam-considers-buying-a-seat-on-the-titanic...
4•rbanffy•17m ago•0 comments

How Inclusive Is RTO for Neurodivergent Developers?

https://medium.com/@csal_19296/what-returning-to-the-office-taught-me-about-diversity-in-tech-207...
2•plr_cl•20m ago•0 comments

Apple rebuilt its on-device AI stack at WWDC 2026

https://ziraph.com/blog/apple-on-device-ai-wwdc-2026
2•ABS•22m ago•0 comments

Now what?

https://blog.danieljanus.pl/now-what/
1•nathell•23m ago•0 comments

Random Lives

https://random-lives.github.io/random-lives/
1•dukeyukey•27m ago•0 comments

Due to DMA, Siri AI delayed in EU for iOS 27 and iPadOS 27

https://www.apple.com/newsroom/2026/06/due-to-dma-siri-ai-delayed-in-eu-for-ios-27-and-ipados-27/
1•jllyhill•28m ago•0 comments

A 40-Node 1U Cluster Gigabyte R1C7-K0A-AS1 – ServeTheHome

https://www.servethehome.com/a-40-node-1u-cluster-gigabyte-r1c7-k0a-as1/
1•rbanffy•29m ago•1 comments

An open letter to office suite users, just before the Euro-Office announcement

https://blog.documentfoundation.org/blog/2026/06/08/an-open-letter/
4•maxloh•33m ago•0 comments

A dozen USB chargers in the lab: Apple is good, but not quite the best (2012)

https://www.righto.com/2012/10/a-dozen-usb-chargers-in-lab-apple-is.html
1•arm•34m ago•0 comments

Trace-Based Adaptive Cost-Efficient Routing

https://github.com/adrida/tracer
2•nlpnerd•35m ago•1 comments

Show HN: Knowcast – A Simple AI Explanation Video Generator

https://www.knowcast.app/en
1•leoncos•37m ago•0 comments

Chip Capacity Constraints Put a Governor on AI Spending Growth

https://www.nextplatform.com/ai/2026/06/05/chip-capacity-constraints-put-a-governor-on-ai-spendin...
1•rbanffy•37m ago•0 comments

Tracing Tornado.Cash Laundering with Argos MCP

https://www.functori.com/blog/blog-argos-mcp-investigation.html
1•cago•38m ago•1 comments

Planescape: Torment, Part 2: To the Desktop

https://www.filfre.net/2026/06/planescape-torment-part-2-to-the-desktop/
2•doppp•39m ago•0 comments

Show HN: ArtMyVibe – find famous artworks based on your mood

https://artmyvibe.com
1•robertedwards•39m ago•0 comments

Do you use your dashboards?

https://www.leadinginproduct.com/p/the-dashboard-theater-problem
1•benkan•40m ago•0 comments

Trustedrouter.com: open-source version of Apple Private Compute Cloud

https://trustedrouter.com/
1•ljlolel•41m ago•0 comments

Show HN: Biber – ELF and PE binary inspector written in Zig

https://github.com/hrasityilmaz/Biber
1•hrasity•42m ago•1 comments

Top health official had close ties with Palantir partner at time of NHS contract

https://www.ft.com/content/747ea340-2170-4567-93a0-7fd4b32885c5
3•pera•43m ago•0 comments

Show HN: Storytime – Continuity for Claude Code (and other ideas)

https://1ps0.info/storytime/
1•oriel•47m ago•0 comments

Sovereignty Is Engineered, Not Procured

https://www.foo.be/2026/06/Sovereignty-Is-Engineered-Not-Procured
2•wllm•47m ago•0 comments

The Boot Chain of a RISC-V Board: From Silicon to Ubuntu 26.04

https://blog.ludovic.dev/2026/06/08/spacemit-k3-boot-process.html
1•snvzz•48m ago•0 comments

Why a Direct, 500 Mbit Tailscale Link Only Gave Me 10 Mbit for One Stream

https://til.pbuttergirl.com/posts/jellyfin-slow-abroad-bbr/
2•Piterniel•48m ago•0 comments

Hebbian Learning from First Principles (2024)

https://arxiv.org/abs/2401.07110
2•ramon156•55m ago•0 comments