Why AI Should Not Write SQL Against ERP Databases
Most AI + ERP demos start with the same pattern: Connect an LLM to a database. Show it the schema. Ask it to generate SQL. Execute the SQL. Summarize the rows. For a toy database, this is fine. F
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Most AI + ERP demos start with the same pattern: Connect an LLM to a database. Show it the schema. Ask it to generate SQL. Execute the SQL. Summarize the rows. For a toy database, this is fine. F
Every dev I know is shipping faster than ever. Nobody wants to talk about what the codebase looks like six weeks later. We're in the golden age of AI-assisted development. You can go from idea to wor
Building a D2C platform isn't just about the product; it's about the resilience of the delivery chain. I've been working on Brewly Store, a coffee subscription service, and recently decided to tear do
Every developer building UI eventually hits the same problem: you're constantly switching tabs for color tools—contrast checkers, palette generators, Tailwind scales, image pickers. It should take 30
A lot of teams throw around DevOps, MLOps, and AIOps like they are the same thing with slightly different branding. They are not. They overlap, but each one solves a different operational problem:
Run Powerful AI Coding Locally on a Normal Laptop A Developer-Friendly Guide to Setting Up ROO Code + Ollama + Qwen (8GB/16GB RAM) If you are a developer who wants to use AI coding assistants locally
5 n8n Automations Every WooCommerce Store Needs (Save 10+ Hours/Week) Running a WooCommerce store means drowning in repetitive tasks: checking inventory, logging orders to spreadsheets, cha
Last month I spent some time building nano-harness, a small personal AI harness. Not a framework, not the final agent platform that will replace everything and save humanity, or whatever people are s
The Problem We Were Actually Solving At the time, we were trying to optimize our server for high latency environments. We wanted to make sure that our Treasure Hunt engine was stable and fa
Welcome back to Episode 12 of the “Let’s Master React Hooks Together” series So far in this series, we’ve explored React hooks, component architecture, side effects, refs, memoization, and performanc
The frustration of a stuck deployment, especially when using GitHub Actions for GitHub Pages, is a common pain point for developers. It's not just about a delayed update; it impacts delivery timelines
GitHub Enterprise Server (GHES) is the backbone for many organizations, providing a secure, on-premise environment for their development efforts. It offers unparalleled control and customization, maki
We are living in the golden era of "Vibe Coding." Thanks to advanced LLMs like Claude, GPT-4, and specialized coding assistants, developers can now translate raw human intent into fully functioning so
Beyond Runtime: SkillLite's Full-Chain Security for Evolving Agents Developing AI agents that can learn and adapt is exciting, but it introduces a critical security challenge: how do you sa
Context-driven testing rejects the notion that there's a universal "best practice" for QA. Instead, it holds that the value of any testing approach depends entirely on the context you're operating in.
The Problem We Were Actually Solving When I started working on a platform for selling digital downloads, I thought the biggest challenge would be getting the product right. I mean, it's jus
Attackers took over the publisher token for Nx Console, which has about 2.2 million installs. They pushed a malicious JavaScript file to the VS Code Marketplace. It was up for 18 minutes before it got
OpenAI 據報最快本週遞交 IPO 申請,同時 Anthropic 宣布 KPMG 逾 27 萬員工全面採用 Claude——兩起事件從不同角度指向同一個結論:AI 商業化正在從「試點實驗」轉向「制度性採納」。工程整合成本與可靠性數據能否通過這個規模的考驗,是接下來真正有意義的問題。 OpenAI 邁向公開發行:從研究實驗室到華爾街 本週最具新聞份量的事件是 Ope
The Problem We Were Actually Solving As a data engineer, I've spent years building data infrastructure to support high-growth businesses. But my latest project was different. My company was
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built The Caretaker Sandbox is a lightweight, offline-first design deck and template suite built for web developer