Backend - DevRadar

Stop Hardcoding Model Names in Business Code: LLMRix Router Adds a Multi-Model Routing Layer for Java AI Apps When AI applications move from demo to production, the trouble usually isn't with prompts—it's with the model calls themselves. Which model should handle this request? What happens when t

Dev.to (EN Zone) 2026-09-04

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Backend

I built a C-capable, DOM-native JavaScript Runtime in Pure Python

I just released myjs on PyPI (pip install myjs or pipx install myjs). It’s a Python-native JavaScript runtime that bridges Python’s AST capabilities, native DOM primitives (domonic), and direct C-level Foreign Function Interface (FFI) bindings into a unified JavaScript execution scope. 🌐 The Pitch

Dev.to (EN Zone) 2026-09-04

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Backend

What Is an AI Harness? A Practical Guide with a Laravel CMS Example

An AI harness is a structured set of files, rules, skills, workflows, and project context that surrounds an AI coding agent. Instead of repeating the same instructions in every prompt, the harness gives the agent a consistent way of working across tasks and sessions. And that's the key idea: Pro

Dev.to (EN Zone) 2026-09-04

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Backend

How I used AI to migrate a 10k-line PHP 5.6 monolith to Laravel in 14 days.

submitted by /u/HeadBreakfast6511 [link] [留言]

Reddit r/php 2026-09-04

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Backend

MCP Design Patterns: 7 Proven Patterns for Building Scalable AI Systems in Java

MCP Design Patterns: Building Scalable AI-Integrated Systems in Java A comprehensive guide to seven proven architectural patterns for Model Context Protocol servers, with production-ready Java implementations. The 7 Essential MCP Patterns Pattern 1: Resource Provider Pattern

Dev.to (EN Zone) 2026-09-04

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Backend

Render vs Railway vs Cloudflare Workers

Which hosting platform would you pick for a small production app: Render vs Railway vs Cloudflare Workers? I’m building something like a inventory management app and website — authenticated users, a Node/TypeScript API, PostgreSQL, background jobs/cron, and potentially a few thousand users over time

Reddit r/webdev 2026-09-04

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Backend

A Node.js App Builder Contract for Cross-Border 2FA SMS OTP Support

TL;DR Short answer: treat the SMS OTP API as transport while your application owns a small, atomic challenge state machine for issue, verify, resend, cancel, and expiry. The provider should transport messages and report outcomes; it should not become the authority on whether a login attempt is sti

Dev.to (EN Zone) 2026-09-04

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Backend

Twelve Green CI Legs, One Dead SSE Server

The official mcp Python SDK went to 2.0.0 and deleted mcp.server.fastmcp outright. No shim, no deprecation window that downstream packages got to see. yantrikdb-mcp is a thin MCP server over YantrikDB, my persistent cognitive memory substrate for AI agents, and at 04:08 on 2026-08-04 I did the defen

Dev.to (EN Zone) 2026-09-03

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Backend

Long-term university system in PHP, microservices or modular monolith, given high staff turnover?

Hi everyone, I work for a Brazilian federal university, and we're starting to plan a new integrated system that will serve the whole university community (from teaching-related services to internal administration). Expected usage is high (many requests across several domains), and the system needs t

Reddit r/php 2026-09-03

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Backend

Security updates for Thursday

Security updates have been issued by AlmaLinux (freerdp, go-fdo-server, golang-github-openprinting-ipp-usb, kernel, kernel-rt, nodejs:24, perl-DBI, and php), Debian (firefox-esr, libapache2-mod-auth-openidc, and libass), Fedora (dracut, exiv2, firefox, freerdp, gvfs, mingw-expat, mingw-gstreamer1, m

LWN.net 2026-09-03

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Backend

"I shipped 129 tools with no backend. Here is what broke."

There is no backend. The site is a static export on a CDN and every tool runs in the browser — pdf-lib and pdf.js for documents, Canvas and the File API for images, Web Workers for anything slow. It works with the network disconnected, which is the simplest way to check the claim. toolsholic.com

Dev.to (EN Zone) 2026-09-03

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Backend

Learning to Code in the Age of AI: Advice From a Top Udemy Instructor

What should a beginner developer learn in order to keep up in the AI era? This is one of the most debated questions in tech right now. We got in touch with Ardit Sulce, a Python educator with over 650,000 students on Udemy, and talked about the value of struggling when learning something new, the […

JetBrains Blog 2026-09-03