Curated signals for developers. Updated hourly.
For years, the React and Next.js ecosystems have had a massive advantage: premium, plug-and-play UI components. Tools like shadcn/ui completely changed how developers build interfaces by offering beautifully styled, accessible components with zero ve
I run Claude Code every day - it builds real tools for my business. Three habits kept burning me. Every fix below is something running on my machine right now, not theory. 1. It says "done" when it isn't The worst one. Claude finishes a change, says
This is the first of a 3-part series on human-agent teamwork. In part one (this article), we'll cover "single-player" mode, in which team members run their own agents independently. Part two will explore "multi-player" mode, in which autonomous agent
Moving Generative AI from a proof-of-concept sandbox into an enterprise-grade solution requires shifting our engineering focus from what AI can do to what enterprises can trust . Modern organizations generate immense repositories of institutional kno
The problem with "classic" Text-to-SQL The simplest way to connect an LLM to a database is a single-pass pipeline: the user writes a question in natural language, the model generates a SQL query, and that query is executed directly against the databa
I have been building on Redbelly Network for a while now, and the same pattern kept repeating: I would hit an error, spend an hour on trial and error, solve it, and then a week later watch someone ask about the exact same error in the developer Disco
I came across this on Hacker News and felt like I needed to share it with the dev community. The main point is simple: a lot of teams reach for extra databases, queues, search engines, caches, and services before they actually need them. This page la
TL;DR: In June 2026, I encountered a real-world scenario where an iPhone 13 (iOS 18.6), fraudulently locked via a phishing attack, could be fully unlocked by an unprivileged user through a factory reset followed by Device-to-Device Migration (Quick S
Sandboxing Untrusted Code: Meet CubeSandbox As AI agents become capable of writing, compiling, and running code dynamically, a major security issue has surfaced: how to run this code safely . If a coding agent runs a malicious script or makes an erro
Dash: Monitoreo del Fenómeno El Niño Hace unas semanas quería construir un dashboard rápido para visualizar datos, y en vez de ir directo a mis herramientas de siempre (Streamlit, o armar un frontend con React), decidí probar Dash . El resultado term
Our team grew this year, and the PR volume has grown with it. Certainly faster than the ticket generation. New people means more code moving through the pipeline. It doesn't mean more context. A lot of mass PRs needed real thought just to read throug
Autonomous agents are genuinely good at answering messy business questions. Give one an LLM and a set of tools, and it can query a database, dig through files, and build a chart to investigate why a metric moved. No fixed script required. The problem
The AI ROI debate has returned and the numbers are even bigger, as are, perhaps, the consequences.
OpenAI is sunsetting its AI-powered browser after less than a year. But it's moving some agentic browsing features to its desktop app and a Chrome extension.
Lyzr, a startup that builds AI agents for enterprises, used its own AI agent to raise a $100 million round - proof, evidently, that the product actually works.
Preclinical trial is testing the feasibility of humanoid robots in surgery.
Broadcom accuses Allstate of dodging VMware audits.
The feud between NightmareEclipse and Microsoft shows no signs of resolving soon.
We're excited to introduce LiteRT.js, the newest member of the LiteRT family! LiteRT.js is our powerful solution for running machine learning models directly in the browser, extending Google's cross-platform edge AI runtime to the web. Built for Java
Most on-chain swap flows still ask you to think like a router: pick a pool, choose a route, set a slippage number, and hope a bot does not sandwich you on the way in. Ophis replaces all of that with one line of intent, swap 100 USDC for ETH on Base .
Over the past week, two narratives have been colliding everywhere I look. On one side, there's panic. AI is expected to replace marketers, engineers, and entire categories of knowledge work almost overnight. On the other, there are quieter but far mo
The latest adventure for the kooky camera looks skyward.
We built a SOC 2 reviewer for AI sessions - and kept AI out of the execution path AI coding tools now touch auth code, modify Terraform, handle credentials, and change deployment pipelines. Most teams have no record of this. For teams under SOC 2, th
A loop that refactors code until a check passes is a few lines of shell. Most guardrails beside such a loop only watch what an agent already wrote; the one worth building refuses a bad edit before it lands, and that is what this piece constructs. The