New top story on Hacker News: Show HN: Dumped Wix for an AI Edge agent so I never have to hire junior staff

Show HN: Dumped Wix for an AI Edge agent so I never have to hire junior staff
6 by axotopia | 2 comments on Hacker News.
I run a building design consultancy. I got tired of paying Wix $40/month for a brochure that couldn’t answer simple service questions, and me wasting hours on the same FAQs. So I killed it all and spent 4 months building a 'talker': https://axoworks.com The stack is completely duct-taped: Netlify’s 10s serverless timeout forced me to split the agent into three pieces: Brain (Edge), Hands (Browser), and Voice (Edge). I haven’t coded in 30 years. This was 3 steps forward, 2 steps back, heavily guided by AI. The fight that proved it worked: 2 weeks ago, a licensed architect attacked the bot, trying to prove my business model harms the profession. The AI (DeepSeek-R3) completely dismantled his arguments. It was hilariously caustic. Log: https://ift.tt/nq9DgYQ... A few battle scars: * Web Speech API works fine, right up until someone speaks Chinese without toggling the language mode. Then it forcefully spits out English phonetic gibberish. Still a headache. * Liability is the killer. Hallucinate a building code clause? We’re dead. Insurance won’t touch us. * We publish the audit logs to keep ourselves honest and make sure the system stays hardened. Audit: https://ift.tt/pc8xuMh The hardest part was getting the intent right: making one LLM pivot seamlessly from a warm principal’s tone with a homeowner, to a defensive bulldog when attacked by a peer. That took 2.5 months of tuning. We burn through tokens with an 'Eager RAG' hack (pre-fetching guesses) just to improve responsiveness. I also ripped out the “essential” persistent DBs—less than 5% of visitors ever return, so why bother? If a client drops mid-query, their session vanishes. No server-side queues. The point: To let me operate with a network of seasoned pros, and trim the fat. Try to break it. I’ll be in the comments. Kee

New top story on Hacker News: 2025 Turing award given for quantum information science

2025 Turing award given for quantum information science
21 by srvmshr | 4 comments on Hacker News.
https://ift.tt/wOConAh... https://ift.tt/gyziMdA... https://ift.tt/dbWsjfr... https://ift.tt/QwGab65...

New top story on Hacker News: If you thought the code writing speed was your problem; you have bigger problems

If you thought the code writing speed was your problem; you have bigger problems
138 by mooreds | 69 comments on Hacker News.

New top story on Hacker News: GPT‑5.4 Mini and Nano

GPT‑5.4 Mini and Nano
65 by meetpateltech | 26 comments on Hacker News.

New top story on Hacker News: AirPods Max 2

AirPods Max 2
75 by ssijak | 131 comments on Hacker News.

New top story on Hacker News: In Memoriam: John W. Addison, my PhD advisor

In Memoriam: John W. Addison, my PhD advisor
9 by herodotus | 0 comments on Hacker News.

New top story on Hacker News: Show HN: KeyID – Free email and phone infrastructure for AI agents (MCP)

Show HN: KeyID – Free email and phone infrastructure for AI agents (MCP)
5 by vasilyt | 6 comments on Hacker News.

New top story on Hacker News: Show HN: Learn Arabic with spaced repetition and comprehensible input

Show HN: Learn Arabic with spaced repetition and comprehensible input
12 by adangit | 2 comments on Hacker News.
Sharing a friends first-ever Rails application, dedicated to Arabic learning, from 0 to 1. Pulls language learning methods from Anki, comprehensible input and more.

New top story on Hacker News: Why the militaries are scrambling to create their own Starlink

Why the militaries are scrambling to create their own Starlink
28 by mooreds | 14 comments on Hacker News.

New top story on Hacker News: The Road Not Taken: A World Where IPv4 Evolved

The Road Not Taken: A World Where IPv4 Evolved
19 by billpg | 16 comments on Hacker News.