Reddit
Thinking of getting Claude Team plan for a group of 3-4 for software dev and embedded systems. Worth?
Is claude team still the way to go or would you guys recommend another llm environment. Dont wanna make the company pay for it if there are significantly better alternatives. I really like claude a lot myself, im a bit blind to whats going on in other llms so thats why i wanted to ask this question. Dont want to make a bias decision. Thanks!

Reddit
Anthropic just published data showing 35% of their users expect AI to do MOST of their work within 12 months. We’re not having an honest conversation about what this actually means.
Anthropic dropped their June 2026 Economic Index today and buried inside the survey data is something that should be making headlines: Over a third of respondents (9,700 actual Claude users, linked to real usage data) believe AI will be capable of handling most or nearly all of their work tasks within the next year. Not “some tasks.” Not “help me write emails.” MOST of their work. And here’s the part nobody wants to talk about: the people who delegate the most to AI are the MOST optimistic...
Reddit
Google keeps losing top ai researchers, the moat was never the weights
Shazeer to openai, then John Jumper (the alphaFold nobel guy) to anthropic, plus Adler and Pritzler out the same door within a week. Every time one of these drops the framing is google is bleeding. I think people are reading it backwards. If the people who actually trained the thing can leave and instantly matter at a competitor, the weights were never the asset. The judgment about how to steer a model, what to eval it on, where it breaks, that stuff lives in heads not in checkpoints. Hardware...
HackerNews
A free checker for whether AI search engines can cite your site
Article URL: https://clarvia.dev/geo-checker
Comments URL: https://news.ycombinator.com/item?id=48688699
Points: 1
# Comments: 1
HackerNews
AI Learns the "Dark Art" of RFIC Design
Article URL: https://spectrum.ieee.org/ai-radio-chip-design
Comments URL: https://news.ycombinator.com/item?id=48688981
Points: 2
# Comments: 0
HackerNews
AI coding agents could soon cost more than the developers using them
Article URL: https://www.theregister.com/ai-and-ml/2026/06/24/ai-coding-agents-could-soon-cost-more-than-the-developers-using-them/5260864
Comments URL: https://news.ycombinator.com/item?id=48688993
Points: 3
# Comments: 1
HackerNews
Hallucinate.md: The open standard for telling AI not to hallucinate
Article URL: https://github.com/hallucinatemd/hallucinate.md
Comments URL: https://news.ycombinator.com/item?id=48689135
Points: 1
# Comments: 0
HackerNews
Ask HN: Options for an independent AI researcher with strong results?
I'm outside the AI industry, outside of academia, and no easy contacts into relevant areas. My background lends itself to exploring AI & reasonable level of care checking results. I was focusing on building practical useful things for a portfolio to help change industries mid-career, but that has become something a little different now. The exploration has led to an analytical framework that appears useful more broadly for looking at neural representational models. (It's not a model architecture...
HackerNews
What baseball teaches us about AI
Article URL: https://www.fastforward.blog/fastforward-70-what-baseball-teaches-us-about-ai/
Comments URL: https://news.ycombinator.com/item?id=48689411
Points: 2
# Comments: 0
HackerNews
Ask HN: How do you know when your AI agent's output quality degrades?
Running an AI agent in production and curious how others handle this.
Cost and latency monitoring is solved (Helicone, Langfuse, etc.) but
I can't find a good answer for: how do you get alerted when the quality
of your agent's responses drops before a customer tells you? What are you doing today?
Comments URL: https://news.ycombinator.com/item?id=48689447
Points: 1
# Comments: 0
HackerNews
Does "AI photo calorie tracking" work? 5 models tested against kitchen scale
Article URL: https://old.reddit.com/r/loseit/comments/1ug4mar/i_checked_whether_ai_photo_calorie_tracking/
Comments URL: https://news.ycombinator.com/item?id=48689528
Points: 1
# Comments: 0
HackerNews
The Discoverable Evidence of AI-Assisted Software Porting
Article URL: https://williamcotton.com/articles/the-discoverable-evidence-of-ai-assisted-software-porting
Comments URL: https://news.ycombinator.com/item?id=48689605
Points: 1
# Comments: 0
HackerNews
How to Tell We–and AI–Are Choosing the Good
Article URL: https://deepsub.substack.com/p/how-to-tell-weand-aiare-choosing
Comments URL: https://news.ycombinator.com/item?id=48689845
Points: 2
# Comments: 0
HackerNews
Ventora Expands Its AI Business Builder to Help Solo Founders
Building software is becoming easy. Building a business is not. AI coding tools have dramatically lowered the barrier to creating SaaS products, AI applications, online services, marketplaces, and e-commerce stores. Entrepreneurs can now generate working products in hours instead of spending months writing code. But for most founders, development is no longer the bottleneck. Launching a successful business still requires validating demand, researching competitors, defining positioning, creating ...
HackerNews
Poll: What's your primary AI coding agent/orchestrator Claude/Codex/Cursor, etc.?
Comments URL: https://news.ycombinator.com/item?id=48690046
Points: 2
# Comments: 3
HackerNews
The New Blub Paradox, Or: Why TypeScript Is a Poor Choice for the AI Era
Article URL: https://www.iankduncan.com/engineering/2026-06-26-the-new-blub-paradox/
Comments URL: https://news.ycombinator.com/item?id=48690366
Points: 1
# Comments: 2
HackerNews
Cory Doctorow on the Right – and Wrong – Way to Criticize AI
Article URL: https://jacobin.com/2026/06/ai-bubble-layoffs-workers-copyright
Comments URL: https://news.ycombinator.com/item?id=48690396
Points: 1
# Comments: 0
HackerNews
AI Models Directory (To Compare)
Article URL: https://aimodels.directory/
Comments URL: https://news.ycombinator.com/item?id=48690533
Points: 1
# Comments: 0
HackerNews
Akrites: The Latest Attempt to Protect Open-Source from AI Attacks Has Arrived
Article URL: https://devops.com/akrites-the-latest-attempt-to-protect-open-source-from-ai-attacks-has-arrived/
Comments URL: https://news.ycombinator.com/item?id=48690692
Points: 1
# Comments: 0
HackerNews
Building Voice AI Workflows with Branches Instead of One Giant Prompt
Article URL: https://github.com/team-telnyx/telnyx-code-examples/tree/main/build-conversational-workflow-nodejs
Comments URL: https://news.ycombinator.com/item?id=48690730
Points: 2
# Comments: 0
HackerNews
Open AI SDR – An Open Source Version of the Artisans Ava BDR
Article URL: https://opencomputer.dev/blog/open-ava-bdr-agent/
Comments URL: https://news.ycombinator.com/item?id=48690926
Points: 1
# Comments: 0
HackerNews
Framesmith 1.7 – a quality gate that tells an AI agent when a UI is done
Article URL: https://github.com/vicmaster/framesmith
Comments URL: https://news.ycombinator.com/item?id=48690983
Points: 1
# Comments: 0
HackerNews
Hush, let an AI agent use your secrets without ever seeing them
Article URL: https://github.com/royashbrook/hush
Comments URL: https://news.ycombinator.com/item?id=48691038
Points: 2
# Comments: 1


Reddit
Trumps Government has taken 5.6 hostage.
https://preview.redd.it/vfmx4ea4dm9h1.png?width=532&format=png&auto=webp&s=99549a160c385cfab291b54eedadf711988e4bd4 I understand its for national security but I can't understand this level of gating over a model that is slightly above the current model.


Reddit
Anthropic Co-founder reveals AI compressed a 2-month data-shuffling task into 1 week: "I don't think anyone misses that."
Anthropic co-founder Jack Clark recently shared a perfect example of how AI is actually changing jobs right now. Anthropic helped the creators of Ozempic sort through their clinical trial data. Clark didn't try to use fancy corporate language. He openly admitted that AI is just wiping out the boring paperwork that people hate doing anyway: "I don't think anyone misses that... no one is crying at their desk because they can't be the best back-office paper shuffler." Instead of rep...
Reddit
The underrated part of open weight models isn't running them local, it's being allowed to build on top off them
Most of the open vs closed talk here is about whether you can run the thing on your own hardware. fair, that's the obvious draw. but the part i think gets slept on is that open weights mean you can actually post train on top of the base, not just run inference. With a closed api you're renting intelligence. you can prompt it, you can rag around it, but you can never make it yours. you cant fine tune the actual weights for your domain, you cant distill it down, you cant freeze a version and own...
HackerNews
Show HN: NexisSearch – Fast AI Search
Article URL: https://nexisearch.com
Comments URL: https://news.ycombinator.com/item?id=48686676
Points: 1
# Comments: 1