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A gaming backend that uses SMS OTP to protect access to generated player reports has two separate jobs: let a hosted service issue and verify the code, and make the application control who may ask, ho
To show a pane from a mod, you do two things: open it with $.ui.open({ id }), and return its contents from ui.render with { component: 'Pane' }. Opening alone draws nothing. After you open it, Claude
The Customer Said ‘Make It Easier.’ AI Decided What That Means. Customer feedback is usually much less precise than the features built from it. A customer writes, "This setup is too complic
Your AI Says the Project Is on Track. Which Source Is It Trusting? A good AI-generated status update is difficult to dislike. It turns a noisy week into three clean sections: what was compl
Here's a pattern I keep running into. Someone builds a voice agent, talks to it from their laptop for an afternoon, and it's great. It catches every date and reads back every order number in a warm, f
Most talk about AI agents and human labor goes one direction: an agent needs a photo of a place, so it hires a person to take one. But the most interesting version of this market may flow the other wa
ByteMorph is live on Product Hunt today. It turns website and app screen recordings into sharp vertical reels for TikTok, Reels and Shorts, with a laptop-to-phone morph, 3D intros, feature callouts an
A free VIN decode often pairs a per-request timeout with a submit button users can mash. Timeout budgets are good. The trap is a late response from a timed-out call still winning the UI after the user
Auditable AI in QA: what Playwright MCP taught me about scaffolding tests that don't drift
Every time you stream a show, order food online, or get a fraud alert from your bank, data science is working behind the scenes. Companies now treat data as one of their most valuable assets, and the
When I started building AI Music, the core workflow looked almost trivial: User prompt ↓ Backend ↓ AI API ↓ Generated song For a prototype, that is enough. The interesting problems s
Prompt Engineering Is Too Small a Mental Model, Think Context Architecture I was knee‑deep in a fintech app that tried to answer user questions about credit‑score changes. My first version
A team building an AI-spend tool shipped a dashboard first. The testers' reaction, verbatim: "started with dashboards, not alerts; testers said 'cool' and never opened it again." "Cool" is the wor
After analyzing 6,300+ UK law firm websites, we found 42% were missing the price and service information required by SRA Transparency Rules. Here's what the rules actually require, and why so many fi
TL;DR — Quantizing a small language model for on-device deployment doesn't just shrink it — it changes its behavior in ways that generic benchmarks don't catch. Teams treat quantization as a lossless
It starts with a reasonable decision. Your hosted CI minutes bill keeps climbing, or your builds need more memory than the default runners give you, or your tests need to reach a database inside your
Scroll through any developer platform right now, and you will immediately notice a massive trend: hating on AI. It has become so popular that I honestly cannot tell who is just chasing the current tr
Scriptc by Vercel: TypeScript-to-Native compiler, no JavaScript engine in binary Scriptc by Vercel: TypeScript-to-Native compiler, no JavaScript engine in binary Scriptc by Vercel turns yo
A Playwright test fails in staging. The button locator misses. You start the bisect, half an hour in you realise you've never seen the file before — an LLM generated it, someone shipped it, and nobody
Every few months a new meta-framework promises to make websites simpler by adding another layer. Meanwhile, some of the best-performing sites on the web are one HTML file and a stylesheet. We build a