<p> Email for AI agents. They sign up, send and reply. </p> <p> <a href="https://www.producthunt.com/products/nitrosend?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1196771?app_id=339">Link</a> </p>
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Article URL: https://github.com/grigoriitropin/vehir-platform Comments URL: https://news.ycombinator.com/item?id=48914954 Points: 2 # Comments: 0
Article URL: https://bunnyandcloud.com/ Comments URL: https://news.ycombinator.com/item?id=48914764 Points: 2 # Comments: 0
Lightspeed is in discussions to lead the funding round, sources say.
Article URL: https://www.privacyguides.org/news/2026/07/13/the-next-version-of-metas-ai-glasses-will-activate-the-camera-without-the-camera-indicator-light/ Comments URL: https://news.ycombinator.com/item?id=48914711 Points: 3 # Comments: 0
<p><em>How a distributed, event-sourced issue tracker built with developer ergonomics in mind may have a role to play in the next generation of agentic workflows</em></p> <h2> Vision drift </h2> <p>Harness engineering has recently popularized the idea of containing <strong><em>architectural drift</em></strong> in agentic workflows. What might be missing in the discussion is a similar issue on a higher level - <strong><em>vision drift</em></strong>.</p> <p>By vision drift I mean that the implemen
To serve the 397B-parameter Qwen 3.5 Mixture-of-Experts (MoE) model on Ironwood TPUs, engineers developed a modular JAX/Pallas optimization stack that achieved up to a 4.7x inference speedup for prefill-heavy workloads. The team bypassed severe hardware sharding constraints by deploying a hybrid Data Parallelism and Expert Parallelism (DP+EP) topology, paired with custom low-level communication fusions like a hierarchical reduce-scatter to optimize cross-device token routing. Finally, by executi
I run a boutique investment bank, and every year I would receive 1 - 3 internship requests, but this year I received 50. I started to realize that Ai was replacing interns faster than any other worker because it was mostly administrative work. Internships really gave me invaluable experience, so I wanted to create a de-centralized internship with the first year content focused on a de-centralized Ai protocol called Bittensor (TAO). There are 8 weekly assignments which are scored and reviewed by
Humanity briefly regains critical thinking skills Comments URL: https://news.ycombinator.com/item?id=48914572 Points: 3 # Comments: 2
<p>This is the final installment of the "Claude Code environment" series that ran all the way through <a href="https://zenn.dev/bokuwalily/articles/hook-latency-profiling" rel="noopener noreferrer">profiling hook latency</a>.</p> <p>Up to now I've built the parts one at a time — "memory," "skills," "cost," "self-healing." This finale does two things. First, it lays those parts back out on a single map and puts into words <strong>the connections between the parts that never made it into the indiv
Today we're publishing the AI Use-Case Library: 159 real, named AI deployments across 21 industries, with the tools, vendors, and reported outcomes on 77 of them. Six were halted or reversed, and those might be the most useful entries in the file. It's free, no signup, and built to search before you spend a budget or write a pitch. This edition is the tour: what's working, what got pulled back, and why a precedent file matters right now.
Visual generative models (e.g., diffusion models) typically operate in compressed latent spaces to balance training efficiency and sample quality. In parallel, there has been growing interest in leveraging high-quality pre-trained visual representations—either by aligning them inside VAEs or directly within the generative model. However, adapting such representations remains challenging due to fundamental mismatches between understanding-oriented features and generation-friendly latent spaces. R
Inkling from Thinking Machines is now available on AI Gateway. Inkling is a broad generalist model, trained across agentic, reasoning, coding, instruction-following, factuality, vision, and audio tasks rather than optimized for a single domain. The model also supports controllable thinking effort. To use Inkling, set model to thinkingmachines/inkling in the AI SDK : AI Gateway provides a unified API for calling models, tracking usage and cost, and configuring retries, failover, and performance o
Retrieval-augmented generation (RAG) enhances large language models (LLMs) with external knowledge but still suffers from long contexts and disjoint retrieval–generation optimization. In this work, we propose CLaRa (Continuous Latent Reasoning), a unified framework that performs embedding-based compression and joint optimization in a shared continuous space. To obtain semantically rich and retrievable compressed vectors, thereby reducing the document length fed into the generator, we introduce S
Large Language Models (LLMs) are increasingly deployed to autonomously solve real-world tasks. A key ingredient for this is the LLM Function-Calling paradigm, a widely used approach for equipping LLMs with tool-use capabilities. However, an LLM calling functions incorrectly can have severe implications, especially when their effects are irreversible, e.g., transferring money or deleting data. Hence, it is of paramount importance to consider the LLM’s confidence that a function call solves the ta
GitHub Tools now has first-class support for Vercel Connect through the new @github-tools/sdk/connect subpath. Instead of storing a long-lived personal access token, your agent mints short-lived, scoped GitHub tokens at runtime from a connector. There is no secret to store, rotate, or leak. Attach a GitHub connector to your project and pick a preset: Scopes from presets: Presets such as code-review , issue-triage , and maintainer map to Connect scopes automatically, so tokens carry only the perm
<p>If your database documentation is always behind production, this is for you.</p> <p><strong>SchemaCrawler Scribe</strong> generates structured database documentation directly from live schema metadata, using <strong><a href="https://github.com/GoogleCloudPlatform/knowledge-catalog/blob/d44368c15e38e7c92481c5992e4f9b5b421a801d/okf/SPEC.md" rel="noopener noreferrer">Google Open Knowledge Format (OKF)</a></strong>.</p> <p>The result is documentation that works for both developers and AI agents,
The Verge's David Pierce kicks off our new series on staying productive in the AI era — starting with why you should stop trying to stay ahead
Article URL: https://lexifina.com/blog/legal-ai-not-a-coding-agent-with-scaffolding Comments URL: https://news.ycombinator.com/item?id=48914472 Points: 4 # Comments: 0
Comments URL: https://news.ycombinator.com/item?id=48914471 Points: 8 # Comments: 4
Article URL: https://jordangreen.bearblog.dev/why-organizing-knowledge-in-the-age-of-ai-sucks-and-what-i-built/ Comments URL: https://news.ycombinator.com/item?id=48914439 Points: 3 # Comments: 1
I wanted an ASCII animation for one of my projects but couldn't find any collection or library for anything like that, so I cooked this up over a weekend with some ideas, inspiration and Claude. Feel free to add your own patterns! Comments URL: https://news.ycombinator.com/item?id=48914428 Points: 1 # Comments: 0
Article URL: https://blog.maincode.com/introducing-matildas-open-beta-australian-ai-built-for-trust/ Comments URL: https://news.ycombinator.com/item?id=48914383 Points: 2 # Comments: 0
Article URL: https://demishassabis.substack.com/p/a-framework-for-frontier-ai-and-the-dawning-of-a-new-age Comments URL: https://news.ycombinator.com/item?id=48914355 Points: 3 # Comments: 0
<p>Lawsuit filed by dozens of employees says people who took maternity or disability leave were disproportionately selected for layoffs</p><p>Dozens of Meta employees have sued the social media company over claims that it used artificial intelligence tools to tag workers for mass layoffs. The workers allege that those AI tools targeted them after they asked for protected or maternity leave or disability accommodation.</p><p>The lawsuit, filed Monday in federal court in the northern district of C
<pre style='white-space:pre-wrap;width:81ex'>refactor(agents): split session manager internals (#107822) * refactor(agents): split session manager internals * refactor(agents): keep session helpers private * fix(agents): preserve opaque SQLite session rows</pre>
"Increasingly in our world, it gets harder and harder to know what is real," Lorde said onstage.
Developers worry encrypted MultiAgentV2 messages will make debugging and auditing harder
I recently wrote a Google doc to describe a presentation. I used a Heading 1 style for each "Slide N: Description" section, and it was otherwise cleanly formatted. Then I hit the magic Gemini button and asked (more or less) "Make me a Google Slides presentation based on this document" Gemini (paraphrasing): "Oh, sorry, I can't create new documents in Google Drive". OK, I create a new blank Google Slides document. I press the magic Gemini button. After some preamble prompt BS, I paste my "Slides"
Article URL: https://twitter.com/tiliondev/status/2077162199739752933 Comments URL: https://news.ycombinator.com/item?id=48913954 Points: 7 # Comments: 2
Article URL: https://www.thestack.technology/buildkite-ai-developer-cicd/ Comments URL: https://news.ycombinator.com/item?id=48913937 Points: 4 # Comments: 0
I am working on it so tell me how this idea sounds to you. Quick summary Anime character profiles with experiences, summary, education and other things along with their own character AI like that of characters.ai merging AI with anime and Linkedin styles Comments URL: https://news.ycombinator.com/item?id=48913930 Points: 3 # Comments: 4
<p><strong><a href="https://github.com/simonw/pedalican">simonw/pedalican</a></strong></p> Clearly I wasn't paying attention when these were <a href="https://twitter.com/OpenAIDevs/status/2050301642717950166">first announced</a> back in May, but today I accidentally activated a "pet" in Codex Desktop - a little animated robot, reminiscent of <a href="https://en.wikipedia.org/wiki/Office_Assistant">Clippy</a> - and then learned you can create your own.</p> <p>So I did, and now I have a cute littl
Article URL: https://garryslist.org/posts/the-campaign-to-kill-american-ai-runs-through-san-francisco Comments URL: https://news.ycombinator.com/item?id=48913735 Points: 5 # Comments: 2
The device is weirdly described as involving "mechanical elements that can move on their own" and the Bloomberg report includes the detail that the device is designed to "feel like a companion and become a physical manifestation of OpenAI’s ChatGPT."
Article URL: https://www.abc.net.au/news/2026-07-14/albanese-maps-out-ai-future-introducing-national-framework/106915094 Comments URL: https://news.ycombinator.com/item?id=48913584 Points: 4 # Comments: 0
Article URL: https://www.sbs.com.au/news/article/australia-set-to-become-first-country-to-introduce-national-ai-framework/0w2q0yakr Comments URL: https://news.ycombinator.com/item?id=48913555 Points: 4 # Comments: 1
