🌍 Dev.to

Cómo armar el cronograma de un evento como si fuera un deploy

Quien ha coordinado un lanzamiento de software sabe que el problema casi nunca es el código: es el orden. Lo mismo pasa con un evento. Una boda, un taller o la convivencia de fin de año en la oficina fallan por las mismas razones que un deploy mal planeado: dependencias que nadie anotó, tiempos optimistas y ningún plan de reversa. Aquí va un método sencillo que tomo prestado del mundo del desarrollo para planear eventos en México sin perder la cabeza. 1. Define el "release": hora ...
Sloth Roll: an on-device vision model that turns my screenshots into calendar events, places and expenses. I only swipe.
🌍 Dev.to

Sloth Roll: an on-device vision model that turns my screenshots into calendar events, places and expenses. I only swipe.

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built My camera roll is full of screenshots of things I meant to do later. A flyer for a tournament on Saturday. A restaurant someone recommended. A receipt I should have written down. I take the screenshot, and that's where it ends. Later never comes. So I built an app for that later. Sloth Roll reads my screenshots on the iPhone with an open-weight vision model and turns e...
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Protocol Upgrade Compatibility Review: SparkLend

Protocol Upgrade Compatibility Review: SparkLend Target Protocol : SparkLend (TVL: $5057.3M) SparkLend Protocol Upgrade Compatibility Review TVL: ≈ $5.06 B (Ethereum + L2) Date: 23 Oct 2026 Prepared by:  [Your Name], Senior DeFi Security Researcher & Smart‑Contract Auditor 1. Executive Summary SparkLend is a high‑value, multi‑chain money market that leverages a proxy‑based upgrade architecture to evolve its core logic (interest‑...
Lovable on Coolify: Host It on Your Server
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Lovable on Coolify: Host It on Your Server

You can move a Lovable app onto your own server with Coolify: point Coolify at the GitHub repo Lovable syncs to, build it as a static Vite site with dist as the publish directory, add one Nginx line so page refreshes don't 404, and put your domain on it. As of October 2026 self-hosted Coolify is free, Coolify Cloud is $5 a month for up to two servers, and the server itself is the real bill (Hetzner's CAX21, 4 ARM cores and 8 GB, is €10.49 a month after their June price rise). That moves the...
🌍 Dev.to

How to preview a site on a new server without editing the hosts file

Every migration ends up in the same spot. The files are on the new server, the database is imported, and now you've got to work out whether it actually works before you point DNS at it and find out in public. The usual answer is to edit your hosts file. It's a good answer. It's also older than DNS itself, and it has limits that are easy to forget until they bite. What editing the hosts file actually does Before your computer asks a DNS server where example.com lives, it chec...
🌍 Dev.to

Batch Process Multiple Documents with a Summarization API — Tenant Cost Controls

Short answer: use a tenant-aware batch to process multiple documents for summarization, preserve one accounting record per document, and retry only operations with a clear idempotency boundary. Support-ticket summarization is a small data pipeline, not a loop around a summarization endpoint. For a developer-tools team, the useful unit is a tenant-aware batch: collect a bounded set of documents, normalize them, submit work with an idempotency key, record usage before the result is displayed, ...
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Turning spoken commands into safe actions: regex first, the language model second

Introduction I built a tiny voice‑controlled home automation server for my own website. The goal was simple: speak a command, have the server execute a safe action (turn a light on, start a backup, etc.). The tricky part is making sure the spoken text can’t be turned into an arbitrary shell command. My solution is a two‑step filter – a strict regular‑expression whitelist first, then a language‑model (LLM) to fill in the details. Why regex first? Regular expressions give me a ...
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The open source references I keep in my own account (standalone editions, honestly labelled)

Quick honesty note before anything else: none of the projects below are mine. They are well known open source references that I keep as standalone editions in my GitHub account, each one credited to its upstream project in the repo description and README, because I actually use them in my daily work as a full-stack developer. Why keep your own editions at all? Three reasons. My tooling keeps working even if an upstream repo moves. I can pin the exact version my workflow depends on. And I add ...
HackerNews

AI Coding Agent Security Benchmark

Article URL: https://www.endorlabs.com/research/ai-code-security-benchmark Comments URL: https://news.ycombinator.com/item?id=50214606 Points: 1 # Comments: 1
HackerNews

The Reason AI Can't Take Your Job [video]

Article URL: https://www.youtube.com/watch?v=1-NXfnVeDfw Comments URL: https://news.ycombinator.com/item?id=50215261 Points: 1 # Comments: 0
HackerNews

Please Don't Let an AI Bot Log into Your Bank Account

Article URL: https://www.cnet.com/tech/services-and-software/please-dont-let-an-ai-bot-log-into-your-bank-account/ Comments URL: https://news.ycombinator.com/item?id=50215269 Points: 2 # Comments: 0
HackerNews

AI gets about 10x cheaper every year

Article URL: https://stevekrouse.com/10x Comments URL: https://news.ycombinator.com/item?id=50215307 Points: 2 # Comments: 0
HackerNews

AI is devastating higher education, but the system was broken

Article URL: https://theconversation.com/friday-essay-ai-is-devastating-higher-education-but-the-system-was-already-broken-292988 Comments URL: https://news.ycombinator.com/item?id=50215398 Points: 6 # Comments: 0
HackerNews

AI Just Raised the Stakes on Continuous Delivery

Article URL: https://www.bradoyler.com/ai/continuous-delivery-is-a-security-feature/ Comments URL: https://news.ycombinator.com/item?id=50215890 Points: 2 # Comments: 0
HackerNews

AI devours a fifth of companies' IT budgets

Article URL: https://www.computerworld.com/article/4239898/ai-accounts-for-one-fifth-of-companies-it-budgets.html Comments URL: https://news.ycombinator.com/item?id=50215950 Points: 5 # Comments: 1
HackerNews

Wall Street prepares for AI's "day after"

Article URL: https://www.axios.com/2026/10/23/ai-catastrophe-wall-street Comments URL: https://news.ycombinator.com/item?id=50216307 Points: 5 # Comments: 0
HackerNews

Show HN: AI Crash Debugging Gauntlet

One of the core conceits of ForensicDbg was that if we build a significantly improved crash debugging core, that value would carry through, regardless of the final workflow. Our testers have helped us confirm that on the more traditional, visual debugging side. But how do you confirm that for AI debugging workflows? With a crash dump evaluation gauntlet, of course! If you just want the results, or even grab a pdf with the raw testing results, that is all at the bottom. Comments URL: https:/...
HackerNews

Using AI to clean your smart TV

Article URL: https://github.com/Gathin23/cleanyourtv Comments URL: https://news.ycombinator.com/item?id=50216682 Points: 1 # Comments: 0