news.ycombinator.com
We need to rethink tech stackhttps://news.ycombinator.com/item?id=49061251Let me start this with something we already know, AI is here, it may be controversial how it will operate open or closed but its not going anywhere.If you look at the current tech space, AI integrations and use and some very useful but some unnecessary AI implementations, you will realise that there are either many gaps in current understanding.Lets start on what i wanted to talk, first lets talk about AI, what is AI, not the defination, but actually is AI, it may not be the ultimate intelligence but have some intelligence or atleast we can say, it know certain well known patterns, its ability comes in various sizes, but essentially now we a black box with some knobs, which be a better solution than hard coded flows, logics and if its imagined well, it can be really really useful but there is a flaw.We being extremists, we either think of its going to taking all the jobs or its just useless, there is another way to approach it.Think of it as intelligence layer available to you, but curJul 26, 2026 7:01 PM
github.com
Show HN: LLM-spend – Audit your OpenAI/Anthropic API spend locallyhttps://github.com/kliukovkin/llm-spendI build spend-pacing systems for ad auctions for a living, and my side-project agent workloads still kept surprising me with API bills I couldn't explain. When I asked around how people attribute LLM spend, the answers were the provider dashboard or a spreadsheet.llm-spend is a local CLI that pulls usage from the OpenAI/Anthropic reporting APIs, breaks spend down by key, model and project, projects end-of-month, and flags days that look abnormal against the same weekday's history. It also does a second, independent read of the provider's cost API and warns if the totals disagree by more than 1%. That check exists because I don't want to ship you a wrong report: it catches unit, pagination and grouping bugs in my own pipeline. It checks against the provider's cost API, not your invoice — credits, tax and non-API charges live elsewhere.Keys are the ugly part. OpenAI admin keys can be scoped down to read-only usage/cost access, but admin keys require a Team plan. Anthropic admin keys can'Jul 26, 2026 4:20 PM
scalattice.com
Show HN: I built a hypervisor and client for inference on consumer computehttps://scalattice.com/blog/openai-sdk-scalattice/I'm the founder of Scalattice, this is my second company, third total product. I'm a 2x founder building some challenging software, some easy software, and some curiosity based tools that I've just always wanted to be a part of!So here is Scalattice.Scalattice is an OpenAI-compatible inference API. You keep the OpenAI SDK, swap base_url + API key, and call open models (Qwen3, Llama 3.3 70B, Gemma 3, DeepSeek R1, etc.). Inference is performed by a provider node on our distributed network of consumer hosted inference machines, we run an open source agent (https://github.com/scalattice/scalattice-agent) which works in Rust to run the inference and get the provider paid.In short, anyone can become a provider, offer up their machine with our Windows/Linux Rust agent, and earn some extra cash, or start a farm of machines to make big bucks.I decided to build some innovative behavioural traits to the API for higher performance/security: 1. output vetting - Scalattice Cloud vets the response agJul 26, 2026 5:43 AM
brolly.sh
Show HN: Brolly, a plain-text weather forecast sitehttps://brolly.sh/forecast/RWFP2qW8The UK MET office recently redesigned their site, adding a lot of additional whitespace, scrolling, and animations. This significantly reduced its usability for me, and left me wanting an ‘at a glance’ weather site.I made https://brolly.sh, a minimalist, plain text weather forecasting site. You can use it to view weather from around the world, with: 7 day forecast; Previous day log (so you can confirm it definitely was cooler / hotter / wetter / drier yesterday!); Hourly rain, wind, temperature, conditions; Hourly UV, air quality and pollen, including pollen type specific forecasts within the EU / UK; Location search and last 5 locations; Location specific units.I mostly made the site for myself, if anyone else also benefits from it that’s an added advantage.You can check out the weather in York, UK at https://brolly.sh/forecast/RWFP2qW8, or search for a location at https://brolly.shThe site is deliberately styled as a single long scrollable column, to work on mobile phones. You can viJul 25, 2026 5:34 PM
news.ycombinator.com
Ask HN: Multi dimensional sort (beyond Hilbert curve)https://news.ycombinator.com/item?id=49042861My point is about structuring and indexing an arbitrary dataset, for preprocessing before eg segmentation/clustering, neighbor querys...In 1D, sorting is trivial because scalar values have a total, unambiguous order. In 2D and higher dimensions, there is no single way to order points, and points can't all be compared >=/=_k v if u_k >= v_k (comparing along the k-th coordinate axis only).In 1D, a sorted array satisfies x[i+1] >= x[i]. Extending this naturally to a multi-indexed d-dimensional array x[i, j, k, ...], we can define a dataset as "cartesian sorted" if:- x[i+1, j, k, ...] >=_1 x[i, j, k, ...] - x[i, j+1, k, ...] >=_2 x[i, j, k, ...] - ...and so on.In other words, the array of multi indexes is sorted along every row, column, and slice under its corresponding coordinate projection.What makes this definition interesting is that their exist a very simple algorithm to perform Nd sort in the "cartesian" sense. Just iterate: 1. Perform 1D sorts along every row (apply the permutation Jul 24, 2026 11:27 PM
bing.com
The Complete Guide to IHG Elite Statushttp://www.bing.com/news/apiclick.aspx&aid=&tid=6a854577378041caafa265114561972b&url=https%3a%2f%2fwww.nerdwallet.com%2ftravel%2flearn%2fthe-complete-guide-to-ihg-elite-status&c=4335528107780836228&mkt=en-usIHG has four levels of elite status, which requires a certain number of qualifying points or nights in a year. You may know IHG Hotels & Resorts from its popular hotel brands like Holiday Inn, Kimpton ...Jul 24, 2026 10:16 AM
bing.com
The Complete Guide to IHG Elite Statushttp://www.bing.com/news/apiclick.aspx&aid=&tid=6a854890d30042b093c35df2882acda4&url=https%3a%2f%2fwww.nerdwallet.com%2ftravel%2flearn%2fthe-complete-guide-to-ihg-elite-status&c=4335528107780836228&mkt=en-usIHG has four levels of elite status, which requires a certain number of qualifying points or nights in a year. You may know IHG Hotels & Resorts from its popular hotel brands like Holiday Inn, Kimpton ...Jul 24, 2026 10:16 AM
bing.com
The Complete Guide to IHG Elite Statushttp://www.bing.com/news/apiclick.aspx&aid=&tid=6a853903f24f47b38b5ebc97acb43c34&url=https%3a%2f%2fwww.nerdwallet.com%2ftravel%2flearn%2fthe-complete-guide-to-ihg-elite-status&c=4335528107780836228&mkt=en-usIHG has four levels of elite status, which requires a certain number of qualifying points or nights in a year. You may know IHG Hotels & Resorts from its popular hotel brands like Holiday Inn, Kimpton ...Jul 24, 2026 10:16 AM
bing.com
The Complete Guide to IHG Elite Statushttp://www.bing.com/news/apiclick.aspx&aid=&tid=6a853981211642ddbd98d254b3cf953d&url=https%3a%2f%2fwww.nerdwallet.com%2ftravel%2flearn%2fthe-complete-guide-to-ihg-elite-status&c=4335528107780836228&mkt=en-usIHG has four levels of elite status, which requires a certain number of qualifying points or nights in a year. You may know IHG Hotels & Resorts from its popular hotel brands like Holiday Inn, Kimpton ...Jul 24, 2026 10:16 AM
bing.com
The Complete Guide to IHG Elite Statushttp://www.bing.com/news/apiclick.aspx&aid=&tid=6a85423148884f0e979555170f984d57&url=https%3a%2f%2fwww.nerdwallet.com%2ftravel%2flearn%2fthe-complete-guide-to-ihg-elite-status&c=4335528107780836228&mkt=en-usIHG has four levels of elite status, which requires a certain number of qualifying points or nights in a year. You may know IHG Hotels & Resorts from its popular hotel brands like Holiday Inn, Kimpton ...Jul 24, 2026 10:16 AM
bing.com
The Complete Guide to IHG Elite Statushttp://www.bing.com/news/apiclick.aspx&aid=&tid=6a852c79ef664318ad6b53926767254b&url=https%3a%2f%2fwww.nerdwallet.com%2ftravel%2flearn%2fthe-complete-guide-to-ihg-elite-status&c=4335528107780836228&mkt=en-usIHG has four levels of elite status, which requires a certain number of qualifying points or nights in a year. You may know IHG Hotels & Resorts from its popular hotel brands like Holiday Inn, Kimpton ...Jul 24, 2026 10:16 AM
bing.com
The Complete Guide to IHG Elite Statushttp://www.bing.com/news/apiclick.aspx&aid=&tid=6a853ad7fe9c446cbda2454b5c2deb0b&url=https%3a%2f%2fwww.nerdwallet.com%2ftravel%2flearn%2fthe-complete-guide-to-ihg-elite-status&c=4335528107780836228&mkt=en-usIHG has four levels of elite status, which requires a certain number of qualifying points or nights in a year. You may know IHG Hotels & Resorts from its popular hotel brands like Holiday Inn, Kimpton ...Jul 24, 2026 10:16 AM
bing.com
The Complete Guide to IHG Elite Statushttp://www.bing.com/news/apiclick.aspx&aid=&tid=6a853d28fb8c44dc9e559e498aaf434d&url=https%3a%2f%2fwww.nerdwallet.com%2ftravel%2flearn%2fthe-complete-guide-to-ihg-elite-status&c=4335528107780836228&mkt=en-usIHG has four levels of elite status, which requires a certain number of qualifying points or nights in a year. You may know IHG Hotels & Resorts from its popular hotel brands like Holiday Inn, Kimpton ...Jul 24, 2026 10:16 AM
bing.com
The Complete Guide to IHG Elite Statushttp://www.bing.com/news/apiclick.aspx&aid=&tid=6a85429bfebf4a28901787b988bbd026&url=https%3a%2f%2fwww.nerdwallet.com%2ftravel%2flearn%2fthe-complete-guide-to-ihg-elite-status&c=4335528107780836228&mkt=en-usIHG has four levels of elite status, which requires a certain number of qualifying points or nights in a year. You may know IHG Hotels & Resorts from its popular hotel brands like Holiday Inn, Kimpton ...Jul 24, 2026 10:16 AM
bing.com
The Complete Guide to IHG Elite Statushttp://www.bing.com/news/apiclick.aspx&aid=&tid=6a85783767154abb8de39f6527a33620&url=https%3a%2f%2fwww.nerdwallet.com%2ftravel%2flearn%2fthe-complete-guide-to-ihg-elite-status&c=4335528107780836228&mkt=en-usIHG has four levels of elite status, which requires a certain number of qualifying points or nights in a year. You may know IHG Hotels & Resorts from its popular hotel brands like Holiday Inn, Kimpton ...Jul 24, 2026 10:16 AM
bing.com
The Complete Guide to IHG Elite Statushttp://www.bing.com/news/apiclick.aspx&aid=&tid=6a853e03fd5b4fc59260ac70b5d0841a&url=https%3a%2f%2fwww.nerdwallet.com%2ftravel%2flearn%2fthe-complete-guide-to-ihg-elite-status&c=4335528107780836228&mkt=en-usIHG has four levels of elite status, which requires a certain number of qualifying points or nights in a year. You may know IHG Hotels & Resorts from its popular hotel brands like Holiday Inn, Kimpton ...Jul 24, 2026 10:16 AM
bing.com
The Complete Guide to IHG Elite Statushttp://www.bing.com/news/apiclick.aspx&aid=&tid=6a856beb96004b7c86175fb33207eb96&url=https%3a%2f%2fwww.nerdwallet.com%2ftravel%2flearn%2fthe-complete-guide-to-ihg-elite-status&c=4335528107780836228&mkt=en-usIHG has four levels of elite status, which requires a certain number of qualifying points or nights in a year. You may know IHG Hotels & Resorts from its popular hotel brands like Holiday Inn, Kimpton ...Jul 24, 2026 10:16 AM
bing.com
The Complete Guide to IHG Elite Statushttp://www.bing.com/news/apiclick.aspx&aid=&tid=6a8572f8dfcf48ac98e7509f9c4cdd71&url=https%3a%2f%2fwww.nerdwallet.com%2ftravel%2flearn%2fthe-complete-guide-to-ihg-elite-status&c=4335528107780836228&mkt=en-usIHG has four levels of elite status, which requires a certain number of qualifying points or nights in a year. You may know IHG Hotels & Resorts from its popular hotel brands like Holiday Inn, Kimpton ...Jul 24, 2026 10:16 AM
bing.com
The Complete Guide to IHG Elite Statushttp://www.bing.com/news/apiclick.aspx&aid=&tid=6a852e85e5d841cb9fe1408c286e792f&url=https%3a%2f%2fwww.nerdwallet.com%2ftravel%2flearn%2fthe-complete-guide-to-ihg-elite-status&c=4335528107780836228&mkt=en-usIHG has four levels of elite status, which requires a certain number of qualifying points or nights in a year. You may know IHG Hotels & Resorts from its popular hotel brands like Holiday Inn, Kimpton ...Jul 24, 2026 10:16 AM
bing.com
The Complete Guide to IHG Elite Statushttp://www.bing.com/news/apiclick.aspx&aid=&tid=6a8546c8ba594ddda923fe46a0b553e3&url=https%3a%2f%2fwww.nerdwallet.com%2ftravel%2flearn%2fthe-complete-guide-to-ihg-elite-status&c=4335528107780836228&mkt=en-usIHG has four levels of elite status, which requires a certain number of qualifying points or nights in a year. You may know IHG Hotels & Resorts from its popular hotel brands like Holiday Inn, Kimpton ...Jul 24, 2026 10:16 AM
