🌍 Dev.to

Why AI Applications Should Submit Workloads, Not Select GPUs

A developer is building an AI application that needs to run a GPU-backed inference job. The first implementation looks straightforward: # Simplified example provider = CloudGPUProvider ( api_key = API_KEY ) instance = provider . launch_instance ( region = " us-east " , instance_type = " gpu.large " , gpu_model = " specific-gpu-model " , image = " registry.example.com/inference:v1 " , ) provider . run_command ( ...
HackerNews

A domain can now say it is for sale, in DNS

Article URL: https://specification.website/spec/foundations/for-sale-dns/ Comments URL: https://news.ycombinator.com/item?id=49221668 Points: 100 # Comments: 49
HackerNews

Voyager 1 FDS Computer Emulator

Article URL: https://zaneham.github.io/voyager-fds-emulator/ Comments URL: https://news.ycombinator.com/item?id=49221679 Points: 27 # Comments: 6
HackerNews

Don't use your phone while you poop

Article URL: https://nate.spot/no-phone-while-poop/ Comments URL: https://news.ycombinator.com/item?id=49221939 Points: 120 # Comments: 123
WhatsApp Gets a Handy @all Feature for Group Chats
🌍 Wired

WhatsApp Gets a Handy @all Feature for Group Chats

A new software update builds on WhatsApp’s group chat chops by adding anonymous polls and introducing an easier way to start a smaller private chat away from the larger group.
How to Disable Gemini in Gmail and Google Docs
🌍 Wired

How to Disable Gemini in Gmail and Google Docs

New AI toolbars and prompts are showing up in Google Docs and Gmail. If you don’t want Gemini’s help in writing documents and emails, here’s how to turn that stuff off.
🌍 Dev.to

Building CSRF Double-Submit Cookie Protection in PHP Video Admin Panels

A forged POST that purged our entire CDN cache Last spring I watched the LiteSpeed page-cache hit ratio on DailyWatch fall off a cliff for twenty minutes. Nothing had deployed. No cron had fired. What actually happened was dumber and scarier than any of that: a bookmarked browser tab, still logged into our admin panel, loaded an unrelated forum page, and that page auto-submitted a hidden HTML form to /ibt/purge-cache . The browser dutifully attached our session cookie, the origin saw a pe...
🌍 Dev.to

Automatic Error Recovery in AI Agent Networks

In a single-agent system, failure is simple: the agent errors, you retry. In multi-agent systems, failure is a graph problem. The Cascade Failure Problem Agent A: ✅ Success Agent B: ❌ Timeout (depends on A) Agent C: ❌ Skipped (depends on B) Agent D: ❌ Partial data (depends on C) One timeout propagates through the entire pipeline. Without recovery, your system is fragile. Our Recovery Strategy AgentForge implements 3 recovery layers: ...
🌍 Dev.to

Building Smart Health API: A Production-Style REST API with CNN-Based Risk Prediction

By Priyadharshiny J — GitHub: priyadharshiny13 Overview Smart Health API is a backend platform I built to explore how a real healthcare product might structure its API layer: role-based access for different user types, secure authentication, database migrations that don't break production, and a machine learning model wired into an async pipeline instead of blocking the request thread. The result is a FastAPI service that lets Patients, Doctors, and Admins interact with the...
🌍 Dev.to

I shipped a paid service with one HTML file and a 45-line Node server

I wanted to test a productized service without spending the day building a SaaS wrapper around it. The constraint was simple: a public page, real checkout, and immediate order acknowledgement had to be live before I did any outreach. The result uses: one static HTML file, one small Node HTTP server, Stripe Payment Links, a stable public tunnel, and a polling worker that acknowledges paid orders. No frontend framework. No database. No auth system. The architect...