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Show HN: An open source schema definition for datasheets
Not the first person to do this but all the other examples I've seen are either dead or miss the point. Why: I was designing a Eurorack compatible instrument and I did not want to brush up on now 10 years old college electrical engineering knowledge and I just want Claude to make me a PCB board. I realized that all of the sources for electrical component information are PDFs and not very nicely machine readable. That led me to ask why not and one of the gaps I see is a lack of an agreed upo
Show HN: Cactus Hybrid: We taught Gemma 4 to know when it's wrong
Hey HN, Henry & Roman here from Cactus.A small, on-device model is fast and private, but sometimes wrong, but frontier models are getting expensive pretty fast. So, we post-trained Gemma 4 E2B post-trained to know when it's wrong. Every response comes with a confidence score between 0 and 1. Developers can accept the on-device when it's high, hand off to a bigger cloud model when it's low. By routing only 15-35% of queries to Gemini 3.1 Flash-Lite, Gemma-4-E2B matches Gemini 3
Show HN: Sorted Receipts - clients dump receipts in one link, LLM sorts them
Solo founder. Xero retired Hubdoc in May; the displaced users are mostly solo bookkeepers with 15-30 clients whose replacement options are an enterprise suite (Dext) or per-document credits (AutoEntry).Sorted Receipts is the boring version of what they keep asking for: each client gets one upload link. No account, no app, and forwarding an email to the link works too. Files get classified by month/vendor/type (LLM via OpenRouter), land in one review queue you check off, whatever's
Her Highness Survival Game
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Dagne Dover makes my favorite elevated gym bag — it's way sleeker than your average duffel
Stylish, expandable, and something you won't mind heading into the office with — the Dagne Dover Landon Carryall duffel is perfect for urban gym-goers.
Our Favorite Osprey Duffel Bag That’s a ‘Must’ for Travel Is 35% Off Right Now
“This bag was the perfect balance of durability, functionality, and ease of transport.” The Osprey Transporter Duffel Bag 65L is now $116. It distinguishes itself from other Osprey duffels by having ...
Gerber Flatiron Review: Pocket Knives are Great, But May We Suggest a Pocket Cleaver?
Gear-obsessed editors choose every product we review. We may earn commission if you buy from a link. Why Trust Us? Forget having a pocket knife—a pocket cleaver has even more use. The Gerber Flatiron ...
Garage deals: Nowell Leather's hand-stitched EDC gear belongs in every gearhead's glovebox
Garage Deals is our recurring roundup of gear worth your attention. This post is done in partnership with Nowell Leather. A ...
CIVIVI Flash Sale: 50% Off EDC Knives for Only 72 Hours
Add Outdoor Life (opens in a new tab) More information Adding us as a Preferred Source in Google by using this link indicates that you would like to see more of our content in Google News results.
Ask HN: At what point does AI regulation lead to confiscation of compute?
With everything going on lately regarding AI policy, and the cat already being out of the bag with AI systems that can run on feasibly obtainable personal compute, at what point do things tip over governments confiscating said compute in order to enforce a certain regulatory goal?Today's regulation is mostly targeted at frontier labs, hyperscalers, chip makers, etc. But if compute is the choke point, and things are getting more efficient, where is the limiting principle "on the way dow
Newer macOS runs slower on Intel (undeniably) – on purpose or "accident"?
FIRST: if you feel the urge to say "get a PC" or "try linux" please don't. This is about apple/mac/macos hardware. suggestions to linux or other things isn't helpful.I have a macbook pro, 32G ram, lightning fast nvme drive. There is NO REASON to upgrade the hardware.I've followed the upgrade path to their latest (Tahoe) and they announced this is the last.But it has become UNBEARABLY slow and painful for some operations. Most notably screen sharing dr
Laptop touchpad stopped registering clicks? try this
pretty much every laptop i've ever had got this issue after about 4-12 months of use. clicks no longer registering, click like 3-4x to open an app, scroll is a nightmare etc. NOW THE FIX. At almost 1AM i get the idea that if I use my muscles and just bend the base (? part with the touchpad) outwards, it could fix the issue. after doing this for like 20mn and working up a sweat, my touchpad's as good as new! clicks register first time!
Hazing could soon become a specific charge under military law
Hazing could become a specific charge under the Uniform Code of Military Justice, under a provision in the upcoming fiscal year’s defense spending bill. The proposal would require the Secretary of Defense and the Joint Service Committee on Military Justice to consider adding hazing to the UCMJ as a standalone offense or as a modifier to other charges. That might mean adding hazing as a specific offense under Article 93, which bans cruelty, oppression, or maltreatment of subordinates. The pr
Enlisted Marines in the US will not be getting single barracks rooms
Stateside Marines who looked at the new enlisted barracks in Japan featuring private rooms should not get their hopes up about the possibility of living without a roommate.The only enlisted barracks with individual rooms for corporals and below will be built in Okinawa and mainland Japan, a Marine Corps official told Task & Purpose.The Marine Corps currently has no plans to open similar barracks at installations in the United States, the official said. Top Stories This Week News Navy
These are the 3 soldiers killed by Iran’s attack on a base in Jordan
The Pentagon has announced that Army Sgt. Angel S. Rampersad, 28, is “believed to have been killed” in a July 17 Iranian attack against Muwaffaq Salti Air Base, Jordan.“The service member is ‘believed to be’ until the Armed Forces Medical Examiner can confirm her identity,” a Pentagon official told Task & Purpose. “AFMES will complete positive identification of the Soldier through fingerprints, dental records, and/or DNA.”Two other active-duty soldiers were killed in the attack, which was pa
Behind the Wall: How Israeli Tech Showcased at Eurosatory 2026 Despite Last-Minute Bans
Eurosatory 2026 was bustling with thousands of exhibitors showcasing their newest developments in military technologies. Whether it be body armor or defence systems, Villepinte was active in the midst of […]
Launch HN: Bloomy (YC S26) – AI-powered mastery learning for K-12
But I kept thinking about the families and schools that already exist: homeschool families, microschools, hybrid schools, and regular classrooms where most children are today.Most students and teachers see learning gaps at the wrong resolution. They get a grade, percentile, benchmark score, or broad standard—not “this is the next skill this student should learn.” Existing personalized-learning products often feel like digital worksheets: they provide plenty of practice, but not much diagnosis or
This $100 packable duffel bag might be the year’s best travel product
The Nomatic Navigator shrinks so much you have no reason not to pack it.
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The everyday carry knives that actually earned a spot in my pocket
Find the best everyday carry pocket knives of 2026, including folding knives, multitools, Swiss Army knives, and utility ...