
Article URL: https://www.codelink.io/blog/post/ai-system-development-llm-rag-ai-workflow-agent
Comments URL: https://news.ycombinator.com/item?id=44316909
Points: 7
# Comments: 0
https://www.codelink.io/blog/post/ai-system-development-llm-rag-ai-workflow-agent


I kept slamming into Claude Code limits mid-session and couldn’t find a quick way to see how close I was getting, so I hacked together a tiny local tracker.
Streams your prompt + completion usage in real time
Predicts whether you’ll hit the cap before the session ends
Runs 100 % locally (no auth, no server)
Presets for Pro, Max × 5, Max × 20 — tweak a JSON if your plan’s different
GitHub: https://github.com/Maci

If you’ve worried that AI might take your job, deprive you of your livelihood, or maybe even replace your role in society, it probably feels good to see that the latest AI tools fail spectacularly. If AI recommends glue as a pizza topping, then you’re safe for another day.
But the fact rem

Several benchmark refinance rates have moved down. If you're shopping for the best refinance rate, keep an eye out for lower rates. https://www.cnet.com/personal-finance/mortgages/refinance-rates-slide-down-again-refinance-rates-for-june-19-2025/#ftag=CADf328eec

The PowerCore 10000 is one of four current power bank recalls issued by Anker. https://www.cnet.com/tech/mobile/anker-recalls-1-1-million-power-banks-for-fires-and-explosions-what-to-do-if-youre-affected/#ftag=CADf328eec

Quite a few important mortgage rates ticked downward. It's still expensive to buy a house, but any dip in rates is good news in the housing market. https://www.cnet.com/personal-finance/mortgages/homebuyers-see-lower-mortgage-rates-current-mortgage-rates-for-june-19-2025/#ftag=CADf328eec

If the ban does go into effect, you still have options like Instagram Reels and Lemon8. https://www.cnet.com/tech/services-and-software/tik-toks-not-getting-banned-but-these-apps-give-it-a-run-for-its-money/#ftag=CADf328eec

Major retailers attacked; cybersecurity expert warns of escalating sector-wide threats.

Meta's fourth-generation headset might not be released for some time, but there's still plenty we've learnt about it already.



Here are the answers for The New York Times Mini Crossword for June 19. https://www.cnet.com/tech/gaming/todays-nyt-mini-crossword-answers-for-thursday-june-19/#ftag=CADf328eec

Article URL: https://zed.dev/blog/debugger
Comments URL: https://news.ycombinator.com/item?id=44314977
Points: 70
# Comments: 1

Article URL: https://sopghreporter.com/2025/06/01/dr-demento-announces-retirement/
Comments URL: https://news.ycombinator.com/item?id=44315185
Points: 49
# Comments: 24
https://sopghreporter.com/2025/06/01/dr-demento-announces-retirement/
Article URL: https://elliptic-curves.art/
Comments URL: https://news.ycombinator.com/item?id=44315321
Points: 19
# Comments: 3
Article URL: https://blog.jsbarretto.com/post/software-is-joy
Comments URL: https://news.ycombinator.com/item?id=44315400
Points: 5
# Comments: 0
Article URL: https://twitter.com/NASASpaceflight/status/1935548909805601020
Comments URL: https://news.ycombinator.com/item?id=44315529
Points: 16
# Comments: 1
https://twitter.com/NASASpaceflight/status/1935548909805601020

Cheap or free access to AI models keeps improving, with Google the latest firm to make its newest models available to all users, not just paying ones. But that access comes with one cost: the environment.
In a new study, German researchers tested 14 large language models (LLMs) of various sizes f

In this episode of Leaders of Code, Jody Bailey, Chief Product and Technology Officer at Stack Overflow, sits down with Dane Knecht, the newly appointed Chief Technology Officer at Cloudflare. https://stackoverflow.blog/2025/06/19/my-job-is-going-to-change-in-a-dramatic-way-exploring-the-future-of-the-internet-with-cloudflare/

Article URL: https://www.theguardian.com/us-news/2025/jun/18/social-media-student-visa-screening
Comments URL: https://news.ycombinator.com/item?id=44314054
Points: 129
# Comments: 149
https://www.theguardian.com/us-news/2025/jun/18/social-media-student-visa-screening

Article URL: https://modelcontextprotocol.io/specification/2025-06-18/changelog
Comments URL: https://news.ycombinator.com/item?id=44314289
Points: 47
# Comments: 22
https://modelcontextprotocol.io/specification/2025-06-18/changelog

Article URL: https://tesk.page/2025/06/18/its-true-we-dont-care-about-accessibility-on-linux/
Comments URL: https://news.ycombinator.com/item?id=44314372
Points: 52
# Comments: 18
https://tesk.page/2025/06/18/its-true-we-dont-care-about-accessibility-on-linux/


Google has released the Gemini 2.5 Flash-Lite as its extra-fast AI model.

They might be great, but Apple's flagship-level handsets just aren't designed for the masses.

Microsoft is reportedly prepared to walk away from negotiations with OpenAI amid anticompetitive behavior complaints, allegedly designed to thwart the ChatGPT maker's evolution into a for-profit entity.

Article URL: https://github.com/lunchbox-computer/bento
Comments URL: https://news.ycombinator.com/item?id=44313379
Points: 42
# Comments: 6

Article URL: https://meri.garden/a-deep-dive-explainer-on-beekem-protocol/
Comments URL: https://news.ycombinator.com/item?id=44313652
Points: 8
# Comments: 0
https://meri.garden/a-deep-dive-explainer-on-beekem-protocol/
Article URL: https://drhagen.com/blog/the-missing-11th-of-the-month/
Comments URL: https://news.ycombinator.com/item?id=44313550
Points: 17
# Comments: 1

Article URL: https://github.com/charmbracelet/fang
Comments URL: https://news.ycombinator.com/item?id=44313901
Points: 45
# Comments: 8

I got tired of the push-to-registry/pull-from-registry dance every time I needed to deploy a Docker image.
In certain cases, using a full-fledged external (or even local) registry is annoying overhead. And if you think about it, there's already a form of registry present on any of your Docker-enabled hosts — the Docker's own image storage.
So I built Unregistry [1] that exposes Docker's (containerd) image storage through a standard registry API. It adds a `docker pussh` command that push

When founders dream of launching a startup under the Mediterranean sun, Barcelona and Madrid often come to mind first. But an increasing number of entrepreneurs are turning their gaze to Valencia — a city that’s building a vibrant, founder-

A Swedish startup is taking defence tech back to basics — by building the country’s first TNT factory since the Cold War. Stockholm-based Swebal has secured a €3mn investment for the plant, slated to enter full operation in late 2027. Located in N

Without water, the average human would die after about five days. Without energy, our society as we know it would collapse. But what about a world without AI? According to British business leaders, the consequences would be equally catastrophic. A new report

If you purchased the Little Remedies Honey Cough Syrup for your child, discontinue use immediately and contact the company for reimbursement. https://www.cnet.com/health/medical/fda-announces-recall-childrens-cough-syrup-dating-back-to-2022/#ftag=CADf328eec

What could happen if TikTok is never sold and President Trump stops extending the sale deadline. https://www.cnet.com/tech/services-and-software/heres-what-to-know-if-a-tiktok-sale-never-goes-through/#ftag=CADf328eec

Serie A giants kick off their FIFA Club World Cup campaign on Wednesday at Audi Field against Abu Dhabi outfit. https://www.cnet.com/tech/services-and-software/al-ain-vs-juventus-from-anywhere-for-free-stream-fifa-club-world-cup-soccer/#ftag=CADf328eec

You have less than a month left to file a claim for part of the $30 million class action settlement. https://www.cnet.com/personal-finance/23andme-could-owe-you-up-to-10000-after-its-data-breach-settlement/#ftag=CADf328eec

A new console means new rafts of menus and settings to scroll through; here are the most important settings to change as soon as you get your Switch.

Half the length, all the speed: HighPoint's 7604A PCIe Gen5 RAID card pushes 60GBps without external power.

Will Microsoft add World of Warcraft, the biggest MMORPG in history, to Xbox Game Pass? How would that even work? Let’s talk about it.
https://www.laptopmag.com/gaming/world-of-warcraft-xbox-gamepass-when

Save up to $150 with my recommended early Prime Day iPad deals.

Altman says Meta misses the point.

I have questions, one of which is where has Bongo Cat been all my life? Do I need this 'game?' Probably not. BUT IT'S SO CUTE.

Už jsme se seznámili s tím, jak zjistit informace o režimech SVGA karet přes VBE a jak se přistupuje do video paměti. Právě zde dochází k problémům, které je nutné řešit. Týká se to i operace typu BitBLT pro přenos rastrových obrázků. https://www.root.cz/clanky/od-graficke-karty-vga-k-vyssim-rozlisenim-i-vetsimu-mnozstvi-barev-3-cast/?utm_source=rss&utm_medium=text&utm_campaign=rss


Photo modes are a pretty common feature for video games where players go bounding around an interesting open world. Today, Minecraft joined their ranks, making an in-game camera available in the Minecraft Marketplace as a free add-on called Vibrant Memories. The feature requires a copy of Minecraft's Bedrock Edition on any platform; the Java version doesn't appear to support the c

YouTube Shorts hits 200 billion daily views as platform unveils AI video tools and TV viewing leadership.
The post YouTube Reports 200 Billion Daily Views For Shorts Format appeared first on Search Engine Journal.

Yoast fixed an AI-related bug that injected unintended HTML classes into content generated by its SEO Premium plugin.
The post Yoast SEO Plugin Bug Injects Hidden AI HTML Classes appeared first on Search Engine Journal.
https://www.searchenginejournal.com/yoast-seo-plugin-bug-injects-hidden-ai-html-classes/549311/

Commentary: This grizzly genre mashup pays homage to Westerns of a bygone era. Its cast is top-notch, the writing is sharp and the ending is an ultraviolent spectacle you must see to believe. https://www.cnet.com/tech/services-and-software/i-wanted-to-stream-a-horror-western-and-netflix-has-the-best-movie-that-does-both/#ftag=CADf328eec

Search Live is here for Google's mobile users, and it finally lets you talk back to the search engine as you ask it questions. https://www.cnet.com/tech/mobile/im-talking-back-to-googles-new-search-live-mode-for-ai-convos-about-big-events/#ftag=CADf328eec

Tariffs may be unpredictable, but you definitely need to tackle your credit card debt sooner rather than later. https://www.cnet.com/personal-finance/the-fed-didnt-cut-rates-but-your-credit-cards-apr-could-still-change-heres-what-you-need-to-know/#ftag=CADf328eec

TL;DR: APYs are still high, but the possibility of a rate cut in the coming months could change that. https://www.cnet.com/personal-finance/banking/what-the-feds-pause-on-rate-cuts-means-for-savings-account-cd-rates/#ftag=CADf328eec

The current Federal Communications Commission has threatened to revoke licenses for broadcasters over their political coverage. https://www.cnet.com/home/internet/what-trumps-new-fcc-pick-means-for-you/#ftag=CADf328eec

You can't control the Fed's decisions, but you can take some smart steps to take advantage of them. https://www.cnet.com/personal-finance/banking/the-feds-on-pause-but-you-shouldnt-be-4-smart-financial-moves-to-make-today/#ftag=CADf328eec

Here are hints and the answer to today's extra-difficult Wordle No. 1,461 for June 19. https://www.cnet.com/tech/gaming/todays-wordle-hints-answer-and-help-for-june-19-1461/#ftag=CADf328eec

Here are some hints -- and the answers -- for the NYT Connections puzzle for June 19, #739. https://www.cnet.com/tech/gaming/todays-nyt-connections-hints-answers-and-help-for-june-19-739/#ftag=CADf328eec

Here are hints -- and answers -- for the NYT Strands puzzle No. 473 for June 19. https://www.cnet.com/tech/gaming/todays-nyt-strands-hints-answers-and-help-for-june-19-473/#ftag=CADf328eec

The carrier's prepaid offerings get the same price locks as its premium monthly plans. https://www.cnet.com/tech/mobile/t-mobile-debuts-new-prepaid-plans-with-5-year-price-guarantee/#ftag=CADf328eec

Here are hints and the answers for the NYT Connections: Sports Edition puzzle, No. 269, for June 19. https://www.cnet.com/tech/gaming/todays-nyt-connections-sports-edition-hints-and-answers-for-june-19-269/#ftag=CADf328eec

Who wouldn't like a sudden bump of cash? Settlement payouts for a 2021 data breach are finally showing up. https://www.cnet.com/tech/mobile/wheres-my-t-mobile-data-breach-settlement-money-checks-are-arriving-what-to-know/#ftag=CADf328eec

I have come to rely on Apple's handy trackers to keep tabs on my most important things, and right now you can stock up with a deal on four-packs. https://www.cnet.com/deals/why-i-use-apple-airtags-to-track-everything-from-my-luggage-to-my-car/#ftag=CADf328eec

The Fed's impact on mortgage rates isn't direct, but it matters. Here's what to know about the central bank's latest decision. https://www.cnet.com/personal-finance/mortgages/fed-rate-cuts-unlikely-this-summer-are-lower-mortgage-rates-still-possible/#ftag=CADf328eec

Get the gains you crave by eating right. https://www.cnet.com/health/nutrition/bulk-up-the-8-best-foods-for-building-muscle/#ftag=CADf328eec

If you purchased the Little Remedies Honey Cough Syrup for your child, discontinue use immediately and contact the company for reimbursement. https://www.cnet.com/health/medical/fda-announced-recall-childrens-cough-syrup-dating-back-to-2022/#ftag=CADf328eec

Mailchimp’s new tools mark a bold step toward CRM territory, although it still feels more like an enhanced email service than a true marketing suite.

YouTube is now apparently the unspoken teacher in tech offices, helping professionals survive job expectations they often aren’t fully prepared for.

Sysdig uncovered massive GitHub workflow flaws allowing attackers to hijack projects and steal secrets.

Alex Garland, the director of A24's live-action Elden Ring movie, says he's a big fan of the game and is even in his seventh playthrough of FromSoftware's action RPG.

A new report suggests more job cuts are coming for Microsoft employees in early July. This follows earlier rounds of layoffs this year and reflects the growing challenges of modern tech companies.


Meta is finally adding passkey support for Facebook and Messenger on mobile devices. This should make for more seamless logins, as a passkey lets people sign in by using the same data they already use to verify their identities on a smartpho

Waymo's autonomous cars are heading back to New York City in July, the company announced today. Cars will be manually driven for now, not unlike the mapping tests Waymo

Hideo Kojima said in an interview with Vogue Japan earlier this year that an anime based on his game Death Stranding was in the works. Today,
Hi HN!
We just launched Codacy Guardrails, an IDE extension with a CLI for code analysis and MCP server that enforces security & quality rules on AI-generated code in real-time. It hooks into AI coding assistants (like VS Code Agent Mode, Cursor, Windsurf), silently scanning and fixing AI-suggested code that has vulnerabilities or violates your coding standards, while the code it’s being generated.
We built this because coding agents can be a double-edged sword. They do boost productivit

Article URL: https://terminalbytes.com/iphone-8-solar-powered-vision-ocr-server/
Comments URL: https://news.ycombinator.com/item?id=44310944
Points: 61
# Comments: 18
https://terminalbytes.com/iphone-8-solar-powered-vision-ocr-server/
Article URL: https://www.donnamagi.com/articles/karpathy-yc-talk
Comments URL: https://news.ycombinator.com/item?id=44311509
Points: 144
# Comments: 66

As anti-ICE protests intensify across the country, kids are turning Roblox into a protest ground online.
Last week, thousands took to the streets to protest the Trump administration’s immigration policies. Meanwhile, on Roblox, avatars faced off with players dressed in police SWAT gear in the popular Brookhaven roleplay world (based on the real city of Brookhaven, Georgia), as Taylor Lorenz

Amazon is gearing up to make as many as 10,000 robotaxis annually at a sprawling plant near Silicon Valley as it prepares to challenge self-driving cab leader Waymo. Tesla CEO Elon Musk

Find out where your internet speed is actually at and follow these steps if it should be higher. https://www.cnet.com/home/internet/get-your-internet-up-to-speed-heres-how-to-fix-lag/#ftag=CADf328eec

If you shop at Target often, especially during Target Circle Week, getting a Target Circle membership is a no-brainer. https://www.cnet.com/tech/services-and-software/target-circle-memberships-a-complete-roundup-of-perks-before-target-circle-week/#ftag=CADf328eec

Save yourself some heartache and keep these eight foods far away from your air fryer. https://www.cnet.com/how-to/caution-these-8-foods-crash-and-burn-in-the-air-fryer/#ftag=CADf328eec

Finding Wi-Fi away from home doesn't have to be stressful. https://www.cnet.com/home/internet/essential-summer-travel-hack-heres-how-to-find-free-safe-wi-fi-wherever-you-go/#ftag=CADf328eec

Hers launched the first-ever prescription-grade gummy for hair loss. Here's what to know and how to get it. https://www.cnet.com/health/personal-care/hers-prescription-hair-gummy/#ftag=CADf328eec

By the end of 2027, Kraft Heinz will remove artificial dyes from all its US products. While we wait, here are three ways you can avoid them in your food. https://www.cnet.com/health/nutrition/jell-o-kool-aid-soon-stop-using-artificial-dyes-how-to-avoid-food-dyes-right-now/#ftag=CADf328eec

Who says buffalo wings can't be fast, healthy and convenient? This recipe has all three with some great tastes thrown in, too. https://www.cnet.com/how-to/my-secret-crispy-buffalo-wings-upgrades-every-summer-party/#ftag=CADf328eec

Nutrition experts think you should know this before drinking ACV for your health. https://www.cnet.com/health/nutrition/apple-cider-vinegar-health-benefits-side-effects-and-right-dosage/#ftag=CADf328eec

Whether you’re just getting started or training for a race, try these treadmill workouts to help boost your cardio fitness. https://www.cnet.com/health/fitness/4-high-impact-treadmill-workouts-work-up-sweat-and-burn-calories/#ftag=CADf328eec

The robotaxi now operates in more parts of the San Francisco Bay Area and Los Angeles County, and will resume testing in New York City. https://www.cnet.com/roadshow/news/waymos-self-driving-service-expands-in-california-with-eyes-on-new-york-what-to-know/#ftag=CADf328eec

There are few things as frustrating as a slow PC. But why is it slow in the first place? We've got some ideas. https://www.cnet.com/tech/computing/here-is-why-your-computer-is-slow/#ftag=CADf328eec