AI重构CSS时产生的意外样式，如何发现、理解并修复这些隐藏bug。
Ever had that moment where you run an AI-powered CSS refactoring tool on your project hoping for a leaner stylesheet, and suddenly your carefully craf…
Rust + Ratatui 打造多联系终端界面，从实践到反思的完整总结，值得 TUI 开发者参考。
This is the final post in a 6-part series on Anyhide , a Rust steganography tool. This post is about the part users actually see. Cryptographic tools …
从真实支付延迟案例切入，讲透API可观测性与普通监控的本质区别，并给出落地实践路径。
Khả năng quan sát API (API observability) là khả năng hiểu vì sao API hoạt động như hiện tại dựa trên dữ liệu đo lường (telemetry) mà API phát ra: met…
深度解析支付API幂等性，11年经验告诉你为何必须从第一天就实现
There's a version of this story that plays out at almost every fintech startup I've worked with: the team ships a payment API, it works in testing, it…
从零上手到全栈落地，用真实踩坑经历讲清功能开关的选型与实施，适合正在灰度发布和快速迭代的团队。
Shipping an application that I didn't have access to was giving me heartburn. So I decided to create a lightweight feature flag tool. The Problem The …
SOC分析师从零学习async到构建可复用的多源威胁情报关联引擎，解决IOC检查工作流痛点。
A SOC analyst's notes on going from "I want to learn async" to a working tool that other analysts can clone and use. TL;DR I'm a SOC analyst learning …
Prisma在生产环境中采用Bun的Rust重写，并揭示了内存泄漏的实战教训
At Prisma we've been working on a Compute offering to complement our hosted Postgres. We settled on Bun early in the process as we liked the experienc…
手把手教你用Mac Studio搭建定制化本地AI代理，技术细节与实操经验兼具。
Article URL: https://samihonkonen.com/posts/purpose-built-local-ai-agents/ Comments URL: https://news.ycombinator.com/item?id=48473010 Points: 1 # Com…
Django老应用如何让AI智能体真正用上积累多年的数据？核心是把关系型数据向量化，打通外键与多对多关联。
The Problem Every Django Developer Knows You have a Django app with years of data — products, articles, orders, users. Your users type natural languag…
从零开始用LLM agents启动项目，作者分享实战经验与可审查性思考，干货满满。
Article URL: https://eli.thegreenplace.net/2026/thoughts-on-starting-new-projects-with-llm-agents/ Comments URL: https://news.ycombinator.com/item?id=…
用LLM打破传统耗时重写的魔咒，让废弃开源项目焕发新生。
Article URL: https://loopholelabs.io/blog/rewriting-oss-in-the-ai-era Comments URL: https://news.ycombinator.com/item?id=48334593 Points: 3 # Comments…
LLM并非代笔工具，而是在作者精心引导下扮演审校者角色——这份GitHub Readme用透明更新日志展示了人机协作的理性边界。
Article URL: https://github.com/st-tech/ppf-contact-solver/blob/main/articles/llm_transparency.md Comments URL: https://news.ycombinator.com/item?id=4…
Tailwind团队亲述用Next.js和MDX搭建博客的技术实践与决策思考
One of the things we believe as a team is that everything we make should be sealed with a blog post. Forcing ourselves to write up a short announcemen…