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Show HN: Awsmux – Multi-account AWS CLI, up to 5.4x faster, 7.4x fewer tokens

https://github.com/0hardik1/awsmux
2•0hardik1•1h ago
awsmux fans one AWS CLI command out across hundreds of accounts and regions in parallel and merges the results into a single stream. There's an MCP server built in for agents.

In a 150-session benchmark, agents using awsmux beat agents using the raw AWS CLI in every test: up to 5.4x faster, up to 2.9x cheaper, up to 7.4x fewer tokens.

Single Go binary, stdlib plus cobra only. Feedback welcome.

Toolgz – cut LLM tool-definition tokens ~80% without hurting accuracy

https://github.com/dperussina/toolgz
1•dperussina•3m ago•0 comments

What's horned, fluffy, and ethically dubious? Yak clones

https://www.cnn.com/2026/07/25/china/tibet-yak-clones-conservation-intl-hnk-dst
1•naves•5m ago•0 comments

Claude Opus 5: The System Card

https://thezvi.substack.com/p/claude-opus-5-the-system-card
1•paulpauper•6m ago•0 comments

Book Review: Breakdown in Pakistan

https://www.astralcodexten.com/p/breakdown-in-pakistan
1•paulpauper•7m ago•0 comments

Celeris

https://celeris.ai/
1•sim04ful•9m ago•0 comments

Who does Anubis actually stop?

https://fzakaria.com/2026/07/09/who-does-anubis-actually-stop
1•type0•10m ago•0 comments

Sandbox-CLI is now in public beta

https://sandbox-cli.vercel.app
1•aghadge•10m ago•0 comments

Multicast TV Distribution on My Home Network

https://www.apalrd.net/posts/2026/isp_mcast/
1•mrngm•14m ago•0 comments

TV Won't Connect to Open Wi-Fi Without Permission or Have a 4G Modem

https://worldofmatthew.com/blog/tv-open-wifi/
1•worldofmatthew•16m ago•0 comments

AI pricing is understood now but the token is still just a cost

https://www.solvimon.com/blog/ai-pricing-is-understood-now-2026
1•arnon•20m ago•0 comments

Show HN: ActionRail, Runtime value/action grounding framework for AI agents

https://github.com/ToolJet/ActionRail/
1•oss-dev•21m ago•0 comments

Berlin cancels CSD Pride parade after police incident

https://www.dw.com/en/berlin-csd-pride-cancelled-incident/a-78116146
1•Tomte•22m ago•0 comments

Enola – MCP Architectural Snapshot Server and Knowledge Graph

https://github.com/enola-labs/enola
1•Inversechi•22m ago•0 comments

Fly.io CEO Kurt Mackey is stepping down

https://fly.io/blog/kurt-scott-money-sprites/
7•subarctic•26m ago•1 comments

The new rules of context engineering for Claude 5 generation models

https://claude.com/blog/the-new-rules-of-context-engineering-for-claude-5-generation-models
2•mellosouls•26m ago•0 comments

ALP: Adaptive lossless floating-point compression

https://github.com/cwida/ALP
2•fanf2•27m ago•0 comments

How OpenAI Lost Control of an AI Model–and What Needs to Change

https://time.com/article/2026/07/24/openai-hugging-face-attack/
2•reasonableklout•29m ago•0 comments

Inflect-v2: 3.9M and 9.3M parameter open-weight TTS models

https://huggingface.co/posts/Nymbo/780726828379501
3•Nymbo•30m ago•1 comments

Lake Vostok

https://en.wikipedia.org/wiki/Lake_Vostok
2•hdz•33m ago•1 comments

Show HN: PeerTree an Biological Inspired Network

https://github.com/bitmonky/PeerTree
1•BorgIOS•34m ago•0 comments

Apple seeks U.S. approval to buy memory chips from blacklisted CXMT

https://fortune.com/2026/06/27/apple-us-approval-chips-blacklisted-cxmt-price-hikes-mac-memory-sh...
2•walterbell•35m ago•0 comments

Scanwheel, a miniature mechanical TV [video]

https://www.youtube.com/watch?v=41b8fw3_wP8
2•fortran77•37m ago•0 comments

Six Sigma vs. Lean Six Sigma: What's the Difference?

https://www.purdue.edu/leansixsigmaonline/blog/six-sigma-vs-lean-six-sigma/
1•Anon84•37m ago•0 comments

Google Search Distilled Yahoo and Microsoft

https://twitter.com/dnapway/status/2081069949200855220
6•miohtama•39m ago•2 comments

Loops? Graphs? Prolog

https://deepclause.substack.com/p/loops-graphs-prolog
2•schmuhblaster•47m ago•0 comments

How to Manage Your Robot

https://johnjeffers.com/how-to-manage-your-robot/
2•mooreds•48m ago•0 comments

Show HN: Writemark, a dependency free web component for inline Markdown editing

3•_boffin_•50m ago•0 comments

Did They Ghost You?

https://didtheyghostyou.com/
4•mooreds•51m ago•0 comments

Ruflo: An agent meta-harness for Claude Code and Codex

https://github.com/ruvnet/ruflo
2•ms7892•56m ago•0 comments

Fedora 45 Atomic Desktops Look to Allow for Web-Based Remote Installations

https://www.phoronix.com/news/Fedora-45-Atomic-Remote-Install
3•nateb2022•59m ago•0 comments