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Learn where AI helps with legacy application modernization, from code analysis to data migration, and why architecture still requires human oversight.

Learn five checks for safely using HubSpot's AI-generated smart properties in CRM workflows, from data sources and freshness to approvals and audit trails.

AI-generated emails can contain unsupported claims. Learn five checks for verifying evidence, audiences, approvals, and final content before sending.

Why did RealMLP make two financial ML ensembles despite modest standalone scores? A case study in model selection, validation, and ensemble design.

Deploy open-source AI models to production faster. Compare hosted APIs, OpenAI-compatible endpoints, Docker, and Kubernetes to find the right setup.

Compare the 5 best AEO agencies for developer tool companies, from technical content and AI search visibility to SEO, developer marketing, and measurement.

Article URL: https://www.ycombinator.com/companies/hazel-2/jobs/PpNKYBS-full-stack-engineer-ts-sci Comments URL: https://news.ycombinator.com/item?id=50164991 Points: 0 # Comments: 0

Article URL: https://teddysvoronos.com/2026-10-19-apple-broke-an-essential-presentation-feature-of-ipads/ Comments URL: https://news.ycombinator.com/item?id=50165208 Points: 222 # Comments: 117

Article URL: https://peec.ai/blog/publish-stats-get-cited-the-tactic-that-put-my-data-all-over-the-web Comments URL: https://news.ycombinator.com/item?id=50165801 Points: 134 # Comments: 80

Article URL: https://blog.cloudflare.com/typescript-rust-port/ Comments URL: https://news.ycombinator.com/item?id=50165953 Points: 103 # Comments: 57

Article URL: https://kaba.cx/posts/20261020_Tor/ Comments URL: https://news.ycombinator.com/item?id=50166257 Points: 81 # Comments: 23

Article URL: https://yoyo-code.com/2026-is-exciting-year-for-rust-compiler-and-me/ Comments URL: https://news.ycombinator.com/item?id=50166502 Points: 35 # Comments: 5

Article URL: https://emudhra.we-have-a-problem.com/ Comments URL: https://news.ycombinator.com/item?id=50166579 Points: 125 # Comments: 35

Article URL: https://tyma.com/my-cringe-story/ Comments URL: https://news.ycombinator.com/item?id=50166794 Points: 58 # Comments: 17

Article URL: https://prestonbyrne.com/2026/10/20/ofcom-concedes-defeat/ Comments URL: https://news.ycombinator.com/item?id=50167028 Points: 70 # Comments: 35

Hi HN! Im Katriel, and im a Security Researcher/Enthusiast and in the wave of AI, i wanted to build that next gen of security tooling that surpasses the current tools, and even the paid industries with an open source engine. I built MailAccess as well, which is going to be the best damn email osint tool out there, in another year. But just before building MailAccess i built VoidAccess, because i was delving a lot into DarkINT and the content inside the dark web is too difficult to navigate throu...

Article URL: https://github.com/metahumansworld/SIwithin Comments URL: https://news.ycombinator.com/item?id=50167456 Points: 5 # Comments: 1

Article URL: https://sjhannah.com/blog/2026/05/30/getting-banned-from-r-java/ Comments URL: https://news.ycombinator.com/item?id=50167524 Points: 11 # Comments: 8

Article URL: https://mastodon.gamedev.place/@AshleyGullen/117473851565913919 Comments URL: https://news.ycombinator.com/item?id=50167536 Points: 87 # Comments: 41

Article URL: https://www.red5.net/blog/how-to-link-real-time-live-streaming-to-video-on-demand/ Comments URL: https://news.ycombinator.com/item?id=50167560 Points: 5 # Comments: 1

Hey HN, this is Andy from Respan ( https://www.respan.ai ). We are building an open-source Rust AI gateway. It is a decoupled gateway, so everything is a plugin, including different providers, protocols (MCP, voice), modalities (images, videos), and gateway features (fallbacks, PII redaction, smart routing). Instead of packaging tons of providers and features into one gateway, Respan provides a small core and public interfaces that teams can use to assemble the AI infrastructure their applicatio...

Article URL: https://github.com/AbdullahAlhariri/penmentor Comments URL: https://news.ycombinator.com/item?id=50167604 Points: 8 # Comments: 0

I built a quiz game around TypeSafe's new Jev model, which has vision capabilities. Jev looks at a picture and a question and picks an answer (or taps a place) in about a quarter of a second. I've always loved quiz games and thought this would be a fun way to see what it can do and how fast it is. I made the cards from scratch, and Jev gets exactly the picture you see. More cards will come over time. Play against Jev on your own (there's a leaderboard for each mode), or start a live match and ch...

Article URL: https://www.nber.org/papers/w35706 Comments URL: https://news.ycombinator.com/item?id=50167732 Points: 20 # Comments: 5

I’m obsessed with sleep data, but I don’t love wearing a smartwatch to bed. Can the Hatch Sleep Clock give me the best of both worlds at an affordable price?

Made up of small fragments left behind by Halley’s Comet, these meteors are known for being especially bright and speedy.

The comedian sees being online as similar to visiting the zoo. “I don’t need to interact with that,” he says. “It’s just a thing that I enjoy, and then I walk away.”

By sticking to in-store menu prices and a flat 5 percent fee, Olo wants to take the sting out of ordering dinner.

The internet told them Europe was a social paradise. Turns out the trains are awful, the health care isn’t free, and people can be really mean.

Sleep healthier this winter with an organic mattress—now on heavy discount through November 2.