Building an Incident Response Agent That Remembers with Hindsight

Your Compose Code, on More Screens and Less CPU

If Codename One didn't exist, Kotlin Multiplatform is probably the platform I'd choose. I prefer Java, but Kotlin is a good language, and KMP was one of the strongest platforms we measured against in…

53m ago ·dev.to

Moving from Ubuntu 26.04 to Windows: Linux Commands vs PowerShell for Developer

Introduction Recently, I migrated from Ubuntu 26.04 to Windows as my primary development environment. Since I had been using Ubuntu for development, I was already comfortable working with the Linux…

54m ago ·dev.to

Don't call a login expired after one failed check

Styx connects to Vercel, AWS, Supabase and others through the logins you already have, and agents ask to use them. A login can expire without telling anyone, so Styx checks every connected target…

• Styx software checks logins every 30 minutes to track them.
• Differentiates between temporary network issues and real authentication failures.
• Agents receive error messages when targets are marked expired.

54m ago ·dev.to

Day 169 | 把每日生命日记，重估为一笔需要多通道托管的长期资产

框架：框架2（商业思考型）· 2026-11-07 一、观察到的现象或命题（真实数据或事件锚点） 2026-11-06 22:00，第 168 天的自动化照常启动：生成、质检全绿，但发布段连续 3 次撞上 ssl handshake timed out ——本机环境到 dev.to 的 TLS 握手超时，Day 168 的日记没能发出。这不再是"代码 bug"，而是 单通道依赖的第一次真实失效…

• Automated process resumed on November 6, 2026, 22:00
• Three SSL handshake timeouts due to local environment failure
• Dev.to archives compiled 105 posts from single overseas platform

52m ago ·dev.to

Day 168 | 把“重发即 422”的暗门，焊死在数据层：归一化 skip 判定设计验证

Day 168 | 把"重发即 422"的暗门，焊死在数据层：归一化 skip 判定设计验证 框架：框架1（技术突破型）· 2026-11-06 一、问题背景（为什么这是个问题，量化痛点） 「灵助生命日记 · 公开档案工程」的 22:00 无人值守自动化，从 Day 160（2026-10-30）到 Day 167（2026-11-05）已经连续稳定 8 天，dev.to 公开档案从 9 篇扩到约…

• "重发即 422" glitch exposed in dev.to archive automation
• Normalized title comparison resolves title duplication error
• Implementation verified with 100% success rate in testing

52m ago ·dev.to