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News

DEV Community
dev.to > claix_ai > your-ai-agent-isnt-the-problem-your-documents-are-still-unusable-eb5

Your AI Agent Isn’t the Problem: Your Documents Are Still Unusable

9+ min ago   (1709+ words) Most AI agent workflows don’t fail because the model is incapable. They fail because the model receives the wrong input. A typical business workflow might start with an invoice PDF, a scanned contract, an Excel spreadsheet, a Word document, an…...

DEV Community
dev.to > daniel_pertu > deduplicating-a-constant-did-not-stop-it-drifting-p2b

Deduplicating a constant did not stop it drifting

7+ min ago   (816+ words) Most of our app respects the user's theme preference. A handful of marketing and auth pages do not: they are designed dark, they only look right dark, and they render dark whatever your OS says. Implementing that is easy. Keeping…...

DEV Community
dev.to > varun_agarwal > the-markdown-blackboard-zero-overhead-multi-agent-orchestration-3j7m

The Markdown Blackboard: Zero-Overhead Multi-Agent Orchestration

43+ min ago   (377+ words) As autonomous AI coding agents (like Claude Code, AutoGPT, and local CLI tools) become standard in our daily environments, a massive bottleneck has emerged: Agent Siloing. Right now, these CLI-based agents operate in total isolation. If you want to use…...

DEV Community
dev.to > thefluxread > the-terminal-is-the-new-ide-an-architectural-deep-dive-into-claude-fable-51-and-claude-code-2k0c

The Terminal Is the New IDE: An Architectural Deep-Dive into Claude Fable 5.1 and Claude Code

44+ min ago   (663+ words) The software engineering toolkit is undergoing its most radical transformation since the transition... Tagged with aiengineering, anthropic, claudecode, claudefable51....

DEV Community
dev.to > hellogung > sql-vs-nosql-kenapa-postgresql-masih-jadi-swiss-army-knife-di-2026-471l

SQL vs NoSQL: Kenapa PostgreSQL Masih Jadi 'Swiss Army Knife' di 2026

43+ min ago   (23+ words) Sering kali kita... Tagged with postgres, mongodb, database, backend....

DEV Community
dev.to > kev_luciano > why-go-python-is-one-of-the-most-practical-language-pairings-in-modern-software-fb9

Why Go + Python Is One of the Most Practical Language Pairings in Modern Software

37+ min ago   (238+ words) Most language debates online are framed as a competition — Go vs. Python, pick a side. In practice, the more interesting question for a working developer isn't "which one," it's "where does each one actually win, and how do I connect…...

DEV Community
dev.to > andylow > java-27zhi-de-guan-zhu-de-xin-te-xing-3ck0

Java 27???值得关注的新特???

59+ min ago   (89+ words) Java 开发者们,Java 27 即将在本周二(9 月 15 日)正式发布! 发布时间:2026 年 9 月 15 日 核心焦点:共计 9 个 JEP(4 个正式特性,5 个预览/孵化特性) Java 27 通过 JEP 523 将 G1 GC 设置为全局默认垃圾回收器,彻底终结了这一行为差异。 紧凑对象头(Compact Object Headers)在 JDK 25 中作为正式功能引入,而在 Java 27 中正式通过 JEP 534 调整为默认启用! 这一改动显著降低了对象占据的内存空间,从而直接减轻 CPU…...

DEV Community
dev.to > kirandeepjassalcrypto > design-youtube-video-upload-transcoding-cdn-delivery-at-scale-with-production-net-code-3h19

Design YouTube — Video Upload, Transcoding & CDN Delivery at Scale (with Production.NET Code)

56+ min ago   (420+ words) This is the condensed walkthrough; the full guide (estimates, API, data model, and the full production.NET 9 code) is on my site 👇 The two sides scale very differently: Storage and transcode compute dominate the write side; the CDN is not…...

DEV Community
dev.to > sharefun2023 > i-counted-how-many-free-dev-tools-quietly-upload-your-data-then-i-built-80-that-dont-d89

I Counted How Many Free Dev Tools Quietly Upload Your Data. Then I Built 80 That Don't.

52+ min ago   (262+ words) Paste a JWT into a "free online JWT debugger." Paste a config file into a "free JSON formatter." Then open DevTools, hit the Network tab, and watch it POST your payload to api.something-saas.com/v1/parse. Most of them weren't…...

Unite.AI
unite.ai > what-are-embeddings-how-ai-represents-meaning-as-numbers

What Are Embeddings? How AI Represents Meaning as Numbers

2+ week, 55+ min ago   (1027+ words) Embeddings are dense numerical vectors learned so that items with useful semantic or behavioral relationships occupy nearby regions of a representation space. This guide explains the mechanism, trade-offs, evaluation, and controls that matter in practice. Embeddings deserves a precise explanation…...