15735 posts from this source
The Problem with “Collecting” Mental Models I’ve read a lot of mental‑model articles over the years. Most of them fall into the same trap: they treat mental mo...
In software development, the SOLID principles—defined by Robert C. Martin—are five fundamental guidelines that help create flexible, readable, and maintainable...
The Problem I was building an agent‑facing API and realized there's no standard way to verify that a client is actually an AI agent. API keys prove identity, b...
The actual vulnerability The skill declared WebFetch and WebSearch in allowed-tools. That's the surface issue, but the real problem lies deeper. The PreToolUse...
The 18-Month Wall 🧱 GitHub Copilot and Claude are the fastest ways to write technical debt I’ve ever seen. In 2026, the bottleneck isn’t writing code anymore—...
Modern distributed databases such as Amazon DynamoDB and Apache Cassandra replicate data across multiple servers to improve scalability, fault tolerance, and av...
!Cover image for I vibe-coded a free German learning app — here's what I actually ended up withhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cov...
The Idea The component uses a conic-gradient to draw the progress arc and a radial mask to turn it into a ring. A small glowing dot follows the arc to give it...
markdown !Tiamathttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fupload...
Every developer uses memory every single day. But most tutorials skip the why and jump straight to syntax. This post fixes that. By the end, you’ll understand...
So you're not a CS graduate. Maybe you come from healthcare, logistics, finance, or something completely unrelated, and you’ve been quietly wondering whether a...
If you’ve ever built a little “AI helper” script or even just copy‑pasted prompts in ChatGPT, you’ve probably felt this pain: - A prompt works great on Tuesday....
The Challenge Cross‑organization communication usually suggests VPC peering. However, we hit a major roadblock: the separate VPCs were using the same CIDR bloc...
Read more about [Github发现] Project AIRI：打造专属赛博女友！陪聊陪玩的开源 AI 虚拟伴侣项目...
Verification Loop Prompt If you use an assistant for coding or writing, you’ve probably seen this pattern: 1. You ask for something concrete. 2. You get someth...
If you're running microservices, you already know the pain: routing, authentication, rate limiting, Swagger docs, load balancing — all glued together with custo...
Introduction In the previous post we created tokens using the Token‑2022 program, which supports extensions such as the Metadata Pointer Extension stored direc...
!Cover image for Why Running Multiple AI Coding Agents Creates Chaos And How We're Fixing Ithttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,...
Implementing AIOps in DevSecOps: Transforming Modern Software Operations In today's cloud‑native world, organizations run thousands of microservices across dis...
In part 1https://dev.to/aws-heroes/aws-lambda-managed-instances-with-java-25-and-aws-sam-part-1-introduction-and-sample-application-1eb7 of the series, we expla...
The Problem and Introducing WPPF If you've built more than a few WordPress plugins, you've probably run into the same pattern. A plugin starts clean, but as fe...
Components structure in Deerflow codebase — Part 1.1 The approach is simple: 1. Pick a route. 2. Locate this route in the DeerFlow codebase. 3. Review how the...
!Linkbase screenshothttps://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazon...
Hey dev community 👋 If you've ever published a Python package on PyPI, you've probably stared at the basic download stats page wondering: - Is usage actually g...
