Hi btvinh, that can definitely be confusing.
For Batch API requests, billing is based on token usage from completed requests.
If a request fails and only appears in the error file without a response or usage data, it isn't treated as a completed request, so prompt tokens shouldn't be billed just because the request was submitted.
Similarly, if a request times out, completion tokens are only…
During Q2 2026, I’ve been working in the following areas:
boost::container::hubThe Boost official review took place April 16-26. The library was accepted as part of Boost.Container. Many thanks to the review manager, Ion Gaztañaga, and all the people who participated: Arnaud Becheler, Matt Bentley, Matt Borland, Dominique Devienne, Peter Dimov, Emil Dotchevski, Alexander Grund, Andrzej…
Memory repository for a Letta Code writing and document agent.
A few years ago, I thought a good project would naturally attract users if the code was solid enough.
One of the turning points for me came while contributing to an open-source Python-based project. The project itself was genuinely impressive, with a well-designed codebase and useful API functionality. But when I…
If you’ve ever exported from Notion or Obsidian, you know the pain: extra whitespace everywhere, empty links, inconsistent heading styles, and stray HTML that breaks your site or docs build.
The good news is the content is usually fine. It just needs normalization.
Headings are the first thing I fix. Exports often start with H2 or mix H1 and H2 depending on how the document was…
Updates to translations of Fedora Documentation are again available. As announced on March 3rd, the unavailability of translation updates was due to the migration of the translation repositories and necessary tools from Pagure to the Fedora Forge. It took longer than expected but we are pleased to report this undertaking came finally to the end.
The post Fedora Documentation translations again…
When documentation lives as an afterthought, it shows. Pages drift out of date, examples break quietly, and release notes scatter across a dozen places no one can find. The fix is not a weekend cleanup. It is a decision to treat docs the way you treat any product people depend on: someone owns it, it has standards, and it gets maintained on purpose.
That is the…
Thanks for raising this and for sharing the detailed context.
The moderation scores returned with Responses and Chat Completions API calls are intended to help developers enforce their own application policies and decide whether generated content should be shown to users, especially when the output is flagged or exceeds a chosen threshold for the supported moderation categories.
As noted in the…
The pager went off at 3:14am for a wedged OpenStack Neutron agent. I did what any tired engineer does: I opened the runbook. It told me to restart a service that had been renamed eighteen months earlier, pointed at a Grafana dashboard that 404'd, and assumed a network topology we'd migrated off of two quarters back. The runbook wasn't just unhelpful. It was…
Synaps Media now automatically optimizes your HTML, CSS, and JavaScript files before they reach your visitors. No build tools, no extra steps, no added cost.
Centralized changelog and development log for croft.click.
Posted by Alice Yuan, Developer Relations Engineer at Google, Arti Arutiunov, Product Manager at Datadog and Nikita Ogorodnikov, Staff Software Engineer at Datadog
Performance regressions are notoriously hard to reproduce, making regressions a massive bottleneck for mobile developers. Although signals like ANR rates indicate what issues occur in production, pinpointing the specific line of…
If you have spent any time in the off-grid radio scene over the last few years, you know the frequency divisions. You either ran on the sub-GHz bands (915 MHz in Australia and the Americas, 868 MHz in Europe) for long-range, bush-penetrating reliability, or you accepted the high-congestion limits of local Wi-Fi. It was a trade-off we took for granted. If you wanted to send a message across 10 km…
My now-playing kiosk has a long install document, and it's a long document. Three hundred and ninety-three lines, eight sequential phases, six environment variables that each gate a different optional install path, and a fifty-line section on a particular display whose touch input lives on a separate USB
There is nothing quite like the mild panic of joining a meeting only to be greeted by a void where your face should be. On the latest Ubuntu 26.04 and the 24.04 LTS (Wayland), this has become a recurring theme for anyone unfortunate enough to rely on the Zoom Snap package.
You check your settings. The camera is detected. It works perfectly in Firefox. It works in Cheese. You’ve even checked the…
Updating Malachite documentation for new service support and optimizing client bundles.
Portabase est un logiciel libre auto-hébergeable publié sous licence Apache 2.0, conçu pour automatiser la sauvegarde et la restauration de bases de données dans des scénarios de reprise après sinistre et de migration homogène (c’est-à-dire entre bases de données de même type).
Son architecture distribuée le rend particulièrement adapté à des environnements décentralisés, où les bases de données…
I’m very pleased to announce the release of 0.2.2.0
The work on this release was sponsored by IOG, since their need for shipping alternative compilers coincided with the Installer DSL feature request that had been lingering on the tracker for years.
What I ended up implementing is not quite a DSL, since I wanted to keep the complexity low, both in terms of implementation…
submitted by nutomic to announcements
33 points | 5 comments
Lemmy is a self-hosted social link aggregation and discussion platform. It is completely free and open, and not controlled by any company. This means that there is no advertising, tracking, or secret algorithms. Content is organized into communities, so it is easy to subscribe to topics that you are interested in, and…
Adding AGENTS.md and llms.txt files across repositories to improve AI discoverability and documentation.
Posted by Nataraj KR, Android Developer Relations Engineer
The initial launch of the Jetpack Telecom library introduced CallsManager , replacing the legacy ConnectionService API to simplify VoIP integration. CallsManager streamlines call lifecycle management and audio routing while enabling interactions with remote surfaces like smartwatches, Bluetooth devices, and Android Auto.…
Hey @HanakoAbsed, I agree that can be convenient.
At the moment the conversations between ChatGPT and Codex remain separate and this behavior is expected at this time. Your topic and feature request comes up regularly. Also refer this documentation for more info.
Props to @OctoMunky sharing the workaround.
OpenAI_Support:
gpt-audio-1.5 is also worth testing
You will note that documentation clearly indicates this is a Chat Completions-only multimodal AI model:
You will have to prompt Chat Completions audio models extremely well yourself with recitation as the task that the AI is doing, and containerize and delineate the text to be spoken strong enough to avoid instruction injection, because…
Demonstrated 10 years ago as a major new feature in APFS, and capable of blazingly fast rollback preserving data including document versions, snapshots still aren't fully accessible or documented.
A radio station in Cincinnati, Ohio has acquired the call letters WKRP, thus creating WKRP in Cincinnati just like the fantastic 70s sitcom.
I picked up Current a month or so ago, and I honestly felt like it was a bit overwhelming. It just required more energy than I was willing to spend on setting everything up. Well, I found a little time to…
Aujourdâhui jâai cassé la prodâ¯! Ou plutôt, jâai relu et laissé passer une PR qui a généré quelques erreurs en prodâ¯!
Au taf nous déployons notre application à chaque fusion de branche dans main. On a une base de données Postgresql ainsi quâune ou plusieurs instances de lâapplication de production.
Lorsquâun changement dans le code modifie le schéma de la base de…
GrainBits is a Ghost theme built for blogs and landing pages. Custom templates hide headers and footers when you need a focused, distraction-free page.
Union: Spring 2026 Update
It has been a long time since I wrote anything about Union, the new style engine being developed for KDE. However, that does not mean nothing has happened in that time. Quite the opposite, in fact (spoiler alert); we plan to do a first release of Union with Plasma 6.7! So let us go over some of the things that happened with Union.
Image
CSS…
_Posted by Thomas Ezan, Sr Developer Relations Engineer and Tracy Agyemang, Product Marketing Manager_
Karrot is a hyperlocal, community-driven peer-to-peer marketplace app that enables users to buy, sell, and trade items with other verified users. Since launching in South Korea in 2015, the platform has expanded into global markets, amassing over 43 million registered users.
After launching in…
If you've seen one developer recounting how their AI agent deleted production, you've seen them all. They're mostly not interesting stories. It's like watching someone speeding through traffic on a motorcycle without a helmet: the eventual tragedy is sad, but it's unsurprising and not an interesting story to tell. It's not even interesting as a warning: the kind of person who speeds on a…