Ideas for building
better software.

Automatic Platform Optimization - APO caches more crawler and bot traffic again

We fixed a regression where Automatic Platform Optimization (APO) stopped caching some HTML requests that did not send an explicit Accept: text/html header — commonly crawlers, bots, and uptime monitors. These requests were being served from your origin (cf-cache-status: DYNAMIC) instead of the cache. APO now caches these requests again. No action is needed. If you added a Transform Rule to set Accept: text/html as a workaround, you can remove it. For details on how APO decides what to cache, re

How can agencies unify smart city data to improve public services?

Learn how can smart cities unify operational data, improve visibility, detect anomalies, and secure connected infrastructure.

A Bootiful Podcast: Joe Grandja on Spring Authorization Server, OAuth, and so much more

Ling 3.0 Flash Fin now available on AI Gateway for free

is now available on AI Gateway and free to use through September 25. Ling 3.0 Flash Fin from Inclusion AI Ling 3.0 Flash Fin is a finance-focused version of . It has a 256K-token context window, produces up to 32K output tokens, and supports reasoning and function calling.Ling 3.0 Flash The model is designed for financial research and analysis, including multi-step workflows that user multiple tool calls before producing an answer. Choose a model ID based on what should happen after the free pe

Mechanical Turk shutting down September 30

Article URL: https://www.mturk.com/ Comments URL: https://news.ycombinator.com/item?id=49457545 Points: 518 # Comments: 156

Zohran and the Short Link

Article URL: https://iamwillwang.com/notes/zohran-and-the-short-link/ Comments URL: https://news.ycombinator.com/item?id=49457512 Points: 321 # Comments: 213

Amazon just tripled its order of Nvidia chips over ‘surging demand’

Amazon is adding another 2 million Nvidia GPU chips to its data centers over the next two years. But this extended partnerships stretches beyond buying more chips.

Zero-Copy, Multi-Protocol Storage: The Architecture Pattern Data Pipelines Are Missing

Every cloud architecture diagram you've ever drawn for a "modernize the legacy system" project probably has the same box in it: a sync job. Something that watches an old file share and copies what it finds into S3, so the new, shiny, event-driven, AI-powered part of the stack has something to read. That box is a lie we tell ourselves. It says "the data is now in the cloud." What it actually means is: there are now two copies of the data, and something has to keep them the same. This post is abou