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I recently finished building and deploying my personal developer portfolio. I didn’t want another portfolio that was simply About → Skills → Projects → Contact I wanted the website itself to represent how I like to build things. So I experimented with interactive sections, motion, 3D elements, project storytelling, and a visual identity around my interests in software engineering, AI, backend development, and robotics. What I focused on A strong interactive landing experience A custo...

Go ships a production-capable HTTP server in its standard library, and since Go 1.22 the built-in router handles method matching and path parameters on its own. The framework question has narrowed, not disappeared. Five stacks cover almost every Go backend decision in 2026: the standard library's net/http , chi, Gin, Echo, and Fiber. Each takes a different position on the same tradeoff — what the library gives you versus what you owe it in dependencies, conventions, and ecosystem compatibili...

People paste profile links from chats, browsers, and share sheets. Those links can carry query parameters that are irrelevant to identifying the account. A small parser should extract a handle from the profile path, reject unrelated hosts, and leave the original URL out of the lookup key. I built TikStories to accept a public TikTok handle or profile URL and show currently active public Stories. The example below is a standalone parsing exercise, not a copy of the site's internal code. It d...

Short answer: start with a push-style metrics API when a small Node.js team needs to judge a flagged property-pricing rule from a few application-level signals. Choose Prometheus plus Grafana when scrape-based infrastructure coverage, Kubernetes integrations, or sophisticated querying matter more than setup weight. The deciding variable is signal quality versus noise, not dashboard polish. For a solo founder, Infrai's native surface also exposes consistent per-call cost, vendor, and latency m...

The problem wasn’t the AI agent talking fast. It was the AI agent talking fast and wrong — with no log showing why. Booking.com lost €1,400 after their AI chatbot confidently told a customer to pay by bank transfer. No “maybe,” no “check this”—just a flat wrong answer. The money was gone before anyone re-read the thread. Five days of support tickets followed while the price doubled on the same booking listing. No audit trail existed to show which source backed the bot’s info. That mistake kil...

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Article URL: https://www.bbc.co.uk/news/articles/c5j9x9pr0240o Comments URL: https://news.ycombinator.com/item?id=49969929 Points: 8 # Comments: 0

Halo is privacy focused personal assistant for iOS that uses a custom built agent harness with support to use you existing LLM subscriptions, Wiki based memory system backed by on-device RAG, a full-fledged local browser agent, chat with generative UI and more. TLDR: It's a better version of Hermes/OpenClaw for iOS, without needing a server! The better part is its proactive feature set and UX. --- I started building Halo last year with 3 goals in mind: - Surface what’s important before I have t...

Article URL: https://claude.ai/artifact/YVmnQojHNnSmijpVRtZ4xe Comments URL: https://news.ycombinator.com/item?id=49970144 Points: 2 # Comments: 0

Article URL: https://www.supadocs.app/ Comments URL: https://news.ycombinator.com/item?id=49970275 Points: 2 # Comments: 0

Article URL: https://www.lighthouselegal.ai/ Comments URL: https://news.ycombinator.com/item?id=49970343 Points: 1 # Comments: 0

Article URL: https://www.agilityio.com Comments URL: https://news.ycombinator.com/item?id=49970747 Points: 1 # Comments: 0

Article URL: https://www.vals.ai/home Comments URL: https://news.ycombinator.com/item?id=49970806 Points: 3 # Comments: 0

Article URL: https://www.a16z.news/p/top-100-consumer-ai-apps-seventh Comments URL: https://news.ycombinator.com/item?id=49971117 Points: 3 # Comments: 0

Article URL: https://www.theguardian.com/news/ng-interactive/2026/oct/01/fixer-financier-spymaster-how-the-uaes-sheikh-tahnoon-is-setting-his-sights-on-ai-dominance Comments URL: https://news.ycombinator.com/item?id=49971426 Points: 1 # Comments: 0

Hi, my name is Andrew and I'm the founder of mainbrella co. Just a few days ago Cloudflare launched their container sandbox service. That inspired me to see what I could build in terms of a better e2b.dev or daytona.io type system. It is all open source GPL 3.0 and we offer the same services as the other players. We have no free plan (our base builder plan is $5 a month) but you are welcome to run the code in your own Cloudflare account. The numbers are pretty good in terms of startup speed. Fir...

Article URL: https://www.modeloptic.com/blog/give-your-ai-agent-a-dsl Comments URL: https://news.ycombinator.com/item?id=49971515 Points: 4 # Comments: 0

Article URL: https://itsaplan.dev Comments URL: https://news.ycombinator.com/item?id=49971516 Points: 1 # Comments: 0

Article URL: https://x.com/gfaang97609 Comments URL: https://news.ycombinator.com/item?id=49971850 Points: 2 # Comments: 0

Article URL: https://github.com/mas-bandwidth/nova-sprint Comments URL: https://news.ycombinator.com/item?id=49971987 Points: 2 # Comments: 2

I've been having a hard time finding a solution. Is there really no commercialized model that I can feed in a reference sound and text instruction and get another sound out? Right now having a multimodal inputs to image or text output is a commodotized, solved problem. IE you can put a prompt for some image and use a reference image to guide the model on what you want. After all, a picture is worth a thousand words right? Ive also used a text and audio input in order to get a text description or...

Article URL: https://www.lukew.com/ff/2164/design-systems-for-ai-agents Comments URL: https://news.ycombinator.com/item?id=49972245 Points: 1 # Comments: 1

Article URL: https://headlinearena.com Comments URL: https://news.ycombinator.com/item?id=49972374 Points: 1 # Comments: 0

Every API has some form of authentication. But having authentication and getting it right are two completely different things. I've reviewed production systems where JWTs had no expiry. Systems where

A failed pipeline doesn't always need a full restart. Learn how execution history, dependencies and side effects determine the safest recovery point.

MasterWhats uses GraphRAG, Qwen2.5-3B, FAISS, and Nosana’s decentralized GPU network to make Brazil’s Banco Master case easier to explore and verify.

Push-to-talk dictation doesn't need a WebSocket. Here's how streaming, async, and a sync dictation API compare on latency, billing, and failure modes.

Learn how growing brands and agencies can access enterprise DSPs like DV360, Amazon DSP, Adform, and The Trade Desk without building an in-house trading desk.

After reviewing dozens of AI hackathon projects, five engineering habits repeatedly separated convincing demos from fragile software.