Auto-aggregated global tech articles · 122 posts
Originally published at nlocoding.com 38% of new APIs built in 2025 were designed, tested, or maintained by AI-enabled dev tools. Not by humans working solo. Not even close. The API economy is moving. Fast. Two years ago, few teams trusted AI to write production code. In 2026, 61% of backend te
Originally published on tamiz.pro. The Vanishing Act AI agents vanish in production for three reasons: stateful sessions time out, dependencies bloat the runtime, and costs spiral silently. This guide fixes all three with minimal infra. Prerequisites Node.js 18+ or Python 3.
Vergessen Sie Hub-and-Spoke! Ihr klassisches VPN-Design ist ein Relikt aus einer Zeit, in der Bandbreite teuer und Ausfallsicherheit ein Luxus war. Heute ist ein zentraler VPN-Server, durch den der gesamte Traffic gequetscht wird, nichts weiter als ein selbstgebauter Flaschenhals und ein gigantische
This is a submission for Weekend Challenge: Generosity Edition What I Built Pass It On lets a volunteer contribute an explanation, check it against a handbook, and leave a reviewed answer for the next person asking the same question. People can read or hear that answer in English or Hind
Introduction Open Walnut is a self-hosted personal AI: tasks, notes, long-term memory, and Claude Code sessions in one web app. Over seven months we replaced its search engine twice. We wrote our own, threw it out for an open-source library, and then wrote our own again on top of two small librari
“Let’s split it into agents” has become the AI equivalent of “let’s make it a microservice.” Sometimes the boundary is useful. Sometimes it only creates more state, more coordination, and a harder failure to explain. The most dangerous assumption is that separate agents should run in parallel. Par
Your team decides to add an AI agent to your Laravel application. The initial plan seems straightforward: give the LLM access to your existing REST API, let it figure out the endpoints, and watch it automate customer support. Then production happens. The agent calls GET /api/users and pulls 14,0
Remote MCP servers are shipping fast, and a lot of them are generated straight out of an OpenAPI spec or a no-code builder. That is fine for a demo. It stops being fine the moment a real agent, holding real credentials, is allowed to call real tools against real customer data. These are the seven f
Most online file tools follow the same architecture: Choose file ↓ Upload file ↓ Server processes it ↓ Server stores a temporary result ↓ Download result That architecture is valid. But for many image operations, it is not always necessary. Modern browsers can decode, transfor
Last week of summer with our interns we skipped the goodbye lunch and booked an esports arena. Split them into teams. Valorant. Best of whatever until the room kicked us out. I run go to market at a startup. I have sat through a lot of team exercises. Trust falls. Escape rooms. A guy with a flip ch
If you use GitHub, you know the rhythm: Dependabot opens a PR, CI runs green, and then a human has to answer the same questions again — is this a patch or a major? did anyone touch source code? does it conflict? I got tired of answering those questions by hand, so I built dep-triage: a CLI that sor
Every middleware, header, and validation rule that has actually stopped an attack — from a 7-year production record that includes one very expensive pentest. The pentest report arrived on a Tuesday. Eleven findings, eight of them high severity. The client — an e-commerce backend serving about 40,00