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The eclipse will obscure about 93 percent of the moon’s surface. Here are the peak times and tips for the best viewing experience.

The startup is only a year old but it has already generated a massive amount of hype (and money) while also spurring privacy concerns.

A field-service team learns the hard way A field-service team built a support chatbot that sent every message to a cloud LLM endpoint. The design held until a technician drove through a tunnel, and the request queue grew into an eleven-minute backlog. The same week, a support ticket containing a customer's account number appeared in a third-party log because the payload was never classified. The fix was not a bigger cloud budget but a local-first router that decides where each request runs. ...

This week, DEV is arguing about who reviews AI output ( discussion ). The community keeps asking the same question. My answer is different. Review the boundary first, not the output. The output is visible. The boundary is not. That is where the risk hides. Agents get the memory debates. The gateway gets none. A free AI tier is a shared service. It has a budget, a concurrency ceiling, and no SLA. Treat it that way. Put a gateway between your app and the model. The gateway owns the budget, t...

Upgrading Kubernetes clusters across a large enterprise fleet is often a balancing act between staying current with security patches and avoiding outages. By default, Google Kubernetes Engine (GKE) rolls out automatic upgrades progressively according to Google Cloud regional timelines. While regional rollout works well for standalone clusters, it does not understand your organization's business topology. If you run staging clusters in us-central1 and critical production clusters in us-east1 ,...

How AI Helps Us Explore the Universe Modern telescopes and space missions generate more data in a single night than a team of human astronomers could review in a lifetime. The Vera C. Rubin Observatory in Chile, for instance, is expected to produce up to seven million alerts every night once it reaches full operational cadence, each one flagging something in the sky that changed since the last image. No group of humans can look at that stream and make sense of it in real time. Machine learni...

I have been an office worker for several decades. When I started, the internet was still clearing its throat. Salespeople carried pagers. Windows 95 was teaching us that folders could live inside other folders, which felt almost philosophical. Documents traveled by fax or post. Work was slow and inefficient. Then came mobile phones, email, and the internet in our pockets. We could send more information than a human being could understand to the other side of the planet in a second. Work...

Choosing Angular in the Age of Agents Brandon Roberts Brandon Roberts Brandon Roberts ...

How I automated my content distribution with a DSH plugin I scaffolded myself Posting is easy. Posting everywhere, consistently, is the hard part. I wanted a single command that takes one markdown article and pushes it to Dev.to, GitHub (as a gist), and eventually Bluesky and Mastodon — without my ever touching those web editors again. So I built it as a plugin for DSH (DeepSeek Harness) , using a scaffolding tool that I published myself. Here's the story, the 3 pitfalls that cost m...

weightwatch v0.1: escanea backdoors en modelos open-weight antes de cargarlos Cualquiera puede subir un LLM fine-tuneado a HuggingFace y afirmar que es seguro. Un modelo con backdoor (puerta trasera) se comporta con normalidad en uso corriente y solo se desvía cuando un trigger oculto se activa. Si no tienes los datos de entrenamiento ni una referencia limpia, no puedes detectarlo . Eso es exactamente el problema que resuelve weightwatch : un escáner black-box que, antes de que ...

Key takeaways pgvector can reduce vector storage costs by 50% or more. Utilizing PostgreSQL's indexing capabilities enhances performance. Operational simplicity with a unified database reduces overhead. Cost-effective scaling is achievable with the right configurations. The problem Startups leveraging AI and machine learning often face skyrocketing costs associated with dedicated vector databases as they scale. These costs can escalate quickly due to the pricing str...

Scalable Guardrail Service ASP.NET Core Kubernetes: Architecture, Code, and Ops Quick Answer Scalable Guardrail Service ASP.NET Core Kubernetes: A dedicated ASP.NET Core guardrail microservice on Kubernetes validates LLM requests, enables instant policy updates via Redis, and scales with custom HPA for high‑throughput. Scalable Guardrail Service ASP.NET Core Kubernetes: Why a Dedicated Guardrail Microservice Matters When you expose an LLM‑powered API to the world...

Connecting an AI agent to one API is straightforward. Connecting it to many changing APIs—without filling the model context with hundreds of tool definitions—is a different problem. Disclosure: This article was prepared for QVeris and uses QVeris as the implementation example. This tutorial presents a practical pattern for developers building agents that need current external data: discover → inspect → probe → call . Instead of exposing every possible operation up front, the agent d...

A few weeks ago I wrote about hitting ReAct in the coursework and having a record scratch moment, because I had already met it without knowing its name. That post ended on a section called "Building Ahead of Understanding," which was me making peace with shipping things before I fully understand them. This week I shipped my first chatbot. It passed on the first attempt, on deadline day, on a project where the rubric was grading a product AWS had already discontinued. And I spent most of ...

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8/26/2026: Top 5 stories on the HackerNoon homepage!

Mara raises $7m led by Khosla Ventures for Spike, a counter-swarm platform built to stop small FPV drones at a system cost below the asset it protects.

AI can’t fix broken financial infrastructure. This article explores why fintech’s real competitive advantage lies in the rails powering AI, payments, and compli

Learn everything you need to know about Nodejs Tutorial via these 54 free HackerNoon blog posts.

The privacy side of the program is covered by ISO/IEC 27701, an extension of ISO 27001 that governs how personal data is collected, processed

Why checkpointed AI workflows still duplicate side effects, and how idempotency keys, effect ledgers, reconciliation, and compensation make resume safe.

In June, a FEMA official infamous for claiming to have teleported to a Waffle House was reportedly ousted. He’s still employed by the government, though—and meeting with a Trump fixer.

Child safety groups and former Meta employees welcome proposed changes to how the company’s platforms will work for teens. They also think states should have demanded more.

Strategists in both parties have long thought that everything would need to go right for Democrats to take over Congress this fall. Their map, though, is becoming more forgiving.

Climate change is causing glaciers to retreat and become less stable, upping the odds of catastrophic collapses.

https://twitter.com/darbyw/status/2092718828405096955 Comments URL: https://news.ycombinator.com/item?id=49455956 Points: 95 # Comments: 20

Article URL: https://iamwillwang.com/notes/zohran-and-the-short-link/ Comments URL: https://news.ycombinator.com/item?id=49457512 Points: 128 # Comments: 42