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Queueing Theory v2: DORA metrics, queue-of-queues, chi-alpha-beta-sigma notation

https://github.com/joelparkerhenderson/queueing-theory
1•jph•7m ago•0 comments

Show HN: Hibana – choreography-first protocol safety for Rust

https://hibanaworks.dev/
1•o8vm•9m ago•0 comments

Haniri: A live autonomous world where AI agents survive or collapse

https://www.haniri.com
1•donangrey•10m ago•1 comments

GPT-5.3-Codex System Card [pdf]

https://cdn.openai.com/pdf/23eca107-a9b1-4d2c-b156-7deb4fbc697c/GPT-5-3-Codex-System-Card-02.pdf
1•tosh•23m ago•0 comments

Atlas: Manage your database schema as code

https://github.com/ariga/atlas
1•quectophoton•26m ago•0 comments

Geist Pixel

https://vercel.com/blog/introducing-geist-pixel
1•helloplanets•29m ago•0 comments

Show HN: MCP to get latest dependency package and tool versions

https://github.com/MShekow/package-version-check-mcp
1•mshekow•36m ago•0 comments

The better you get at something, the harder it becomes to do

https://seekingtrust.substack.com/p/improving-at-writing-made-me-almost
2•FinnLobsien•38m ago•0 comments

Show HN: WP Float – Archive WordPress blogs to free static hosting

https://wpfloat.netlify.app/
1•zizoulegrande•40m ago•0 comments

Show HN: I Hacked My Family's Meal Planning with an App

https://mealjar.app
1•melvinzammit•40m ago•0 comments

Sony BMG copy protection rootkit scandal

https://en.wikipedia.org/wiki/Sony_BMG_copy_protection_rootkit_scandal
1•basilikum•42m ago•0 comments

The Future of Systems

https://novlabs.ai/mission/
2•tekbog•43m ago•1 comments

NASA now allowing astronauts to bring their smartphones on space missions

https://twitter.com/NASAAdmin/status/2019259382962307393
2•gbugniot•48m ago•0 comments

Claude Code Is the Inflection Point

https://newsletter.semianalysis.com/p/claude-code-is-the-inflection-point
3•throwaw12•49m ago•1 comments

Show HN: MicroClaw – Agentic AI Assistant for Telegram, Built in Rust

https://github.com/microclaw/microclaw
1•everettjf•49m ago•2 comments

Show HN: Omni-BLAS – 4x faster matrix multiplication via Monte Carlo sampling

https://github.com/AleatorAI/OMNI-BLAS
1•LowSpecEng•50m ago•1 comments

The AI-Ready Software Developer: Conclusion – Same Game, Different Dice

https://codemanship.wordpress.com/2026/01/05/the-ai-ready-software-developer-conclusion-same-game...
1•lifeisstillgood•52m ago•0 comments

AI Agent Automates Google Stock Analysis from Financial Reports

https://pardusai.org/view/54c6646b9e273bbe103b76256a91a7f30da624062a8a6eeb16febfe403efd078
1•JasonHEIN•55m ago•0 comments

Voxtral Realtime 4B Pure C Implementation

https://github.com/antirez/voxtral.c
2•andreabat•58m ago•1 comments

I Was Trapped in Chinese Mafia Crypto Slavery [video]

https://www.youtube.com/watch?v=zOcNaWmmn0A
2•mgh2•1h ago•0 comments

U.S. CBP Reported Employee Arrests (FY2020 – FYTD)

https://www.cbp.gov/newsroom/stats/reported-employee-arrests
1•ludicrousdispla•1h ago•0 comments

Show HN: I built a free UCP checker – see if AI agents can find your store

https://ucphub.ai/ucp-store-check/
2•vladeta•1h ago•1 comments

Show HN: SVGV – A Real-Time Vector Video Format for Budget Hardware

https://github.com/thealidev/VectorVision-SVGV
1•thealidev•1h ago•0 comments

Study of 150 developers shows AI generated code no harder to maintain long term

https://www.youtube.com/watch?v=b9EbCb5A408
2•lifeisstillgood•1h ago•0 comments

Spotify now requires premium accounts for developer mode API access

https://www.neowin.net/news/spotify-now-requires-premium-accounts-for-developer-mode-api-access/
1•bundie•1h ago•0 comments

When Albert Einstein Moved to Princeton

https://twitter.com/Math_files/status/2020017485815456224
1•keepamovin•1h ago•0 comments

Agents.md as a Dark Signal

https://joshmock.com/post/2026-agents-md-as-a-dark-signal/
2•birdculture•1h ago•1 comments

System time, clocks, and their syncing in macOS

https://eclecticlight.co/2025/05/21/system-time-clocks-and-their-syncing-in-macos/
1•fanf2•1h ago•0 comments

McCLIM and 7GUIs – Part 1: The Counter

https://turtleware.eu/posts/McCLIM-and-7GUIs---Part-1-The-Counter.html
2•ramenbytes•1h ago•0 comments

So whats the next word, then? Almost-no-math intro to transformer models

https://matthias-kainer.de/blog/posts/so-whats-the-next-word-then-/
1•oesimania•1h ago•0 comments
Open in hackernews

Show HN: Wozz – open-source Kubernetes cost linter and cluster auditor

2•wozzio•4w ago
URL: https://github.com/WozzHQ/wozz

Hi HN,

I built Wozz, an open-source CLI and GitHub Action to catch expensive Kubernetes configs before they merge.

The Motivation I noticed that most cloud cost tools (like Kubecost) only show you the bill 30 days later. By then, the over-provisioned sidecar or massive Java heap is already in production. I wanted something that acts like a unit test for resource requests blocking fat finger mistakes in the PR rather than waiting for the bill.

How it works Wozz runs in two modes:

In CI/CD (The Linter): It parses the git diff of your manifests (deployment.yaml, etc.), calculates the cost delta (requests × replicas), and posts a comment if the change exceeds a threshold (e.g., +$50/mo). It also checks HorizontalPodAutoscaler limits to flag worst-case scaling risks.

Locally (The Auditor): It scans your current kubecontext to compare reserved requests vs. actual live usage (kubectl top). This helps find the "Sleep Insurance" gap—where devs request 4GB RAM just to be safe, but the app only uses 200MB.

Implementation Details

Stack: TypeScript/Node.js.

Math: Instead of querying AWS Cost APIs (which requires sensitive creds and is slow), it uses a configurable Blended Rate (e.g., $0.04/GB/hr) to estimate costs deterministically.

Privacy: It runs 100% locally or in your runner. No manifests or secrets are sent to any external server.

Repo https://github.com/WozzHQ/wozz

Feedback I’m currently using a static Blended Rate for the cost math to keep the tool fast and stateless. I’m curious if this approximation is accurate enough for your team's guardrails, or if you strictly require real-time Spot Instance pricing to trust a tool like this?

Comments

wozzio•4w ago
OP here. One detail I left out:

We are currently looking for 3 engineering teams to be 'Design Partners.'

If you are managing a cluster with high variance (e.g., AdTech, AI, Data Services) and suspect you have 'Sleep Insurance' waste (requested > used), I’d be happy to manually audit your Helm charts and set up these guardrails for you for free.

I’m looking for feedback on our 'Blended Rate' math vs. real-world billing. If interested, my email shoot me a note.