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News
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…...
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…...
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…...
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....
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....
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…...
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…...
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…...
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…...
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…...