22259 posts from this source
⚠️ If your application is not tested against OWL Top 10, it's not secure — it's just untested Let’s be honest for a second… Most developers think: > “My app is...
The Gap Between a “Works” Agent and a “Works Reliably” Agent The difference isn’t the model – it’s the architecture around the model. Most operators only disco...
Current State of Development AI coding agents now generate production code, write test suites, and review pull requests with enough accuracy that most engineer...
The Gravity of Reading Not “using,” but “reading.” Without realizing it, I had drifted in that direction. I flipped through the tool manuals, found broken link...
markdown !Atlas Whoffhttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fu...
Problem You renamed an interface property. TypeScript reports the error in every file that uses it. 40 files, 40 identical error messages: text src/components/...
As developers, we constantly share code. Whether it's a quick snippet for a colleague, a temporary build for testing, or a full module for collaboration, the ne...
I've been using Claude Code daily for six months, and these ten skill packs have reshaped my workflow—cutting development time roughly in half. What a Claude Co...
Everyone talks about the LLM. GPT‑4, Claude, Gemini – that’s the celebrity. But after building my first real RAG pipeline, I learned something humbling: the LLM...
!Cover image for “Your AI Agent is Reading Poisoned Web Pages… Here’s How to Stop It”https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity...
If you've ever stared at a 400‑line Kubernetes YAML file at 2 am trying to figure out why your service can't reach its database, this post is for you. I’m a fo...
I'm a solo developer who spent 10 weeks building a product with a team of eight AI agents—agents with persistent memory, distinct roles, and real tools. The pro...
!Hai Huanghttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fus...
Shiplight Cloud is a fully‑managed, cloud‑based natural language testing platform designed to multiply human productivity. Teams author tests visually, the plat...
'HBM4 Didn't Break the Memory Wall — It Just Moved It
In November, we shared our vision for the Future of Snyk Container, outlining a fundamental shift in how teams secure the modern container lifecycle. We promise...
!Cover image for Building a Zero-Trust Golang Backend Part 1: Secure Coding & Distroless Containers 🛡️📦https://media2.dev.to/dynamic/image/width=1000,height=4...
Read more about 分布式事务完全指南：CAP定理与可靠消息的深度实践...
A few weeks ago I logged into Claude Code, typed /cost, and got back this: > With your Claude Max subscription, no need to monitor cost. Two days later I had u...
'Originally published April 4, 2026 on kadmiel.world Dr. Lena Voronova is head of xenobiology at Kadmiel University, 38 light‑years from Earth.
!Cover image for The Commoditization Thesis: What Actually Happens When Software Gets Easyhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gr...
Originally published April 4, 2026 on kadmiel.world. Dr. Lena Voronova is head of xenobiology at Kadmiel University, 38 light‑years from Earth. Introduction A s...
LLMKube v0.6.0 – Pluggable Runtime Back‑ends LLMKube started as a Kubernetes operator for llama.cpp. You define a Model, define an InferenceService, and the co...
We all know LLMs can be tricked. Prompt injection, jailbreaks, PII leakage — these aren't theoretical anymore. They're happening in production. But here's the t...
v0.1.5 You have an architecture decision record. A Confluence page. Maybe a Miro board with boxes and arrows that everyone agreed on in the last design review....
Django, Angular, Vue, Svelte, Tokio, Remix, Cal.com, Airflow, Tauri. None of them have a CLAUDE.md, .cursorrules, AGENTS.md, or copilot‑instructions.md. These a...
!Cover image for TypeScript Tricks I Actually Use Day to Dayhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3...
The Initial Love for React Initially, I was seduced by React's robust ecosystem and steady backing from Facebook. Its component architecture offered me the fle...
Release v0.20.1 – selectools Open‑source Apache‑2.0 Python framework for AI agent systems Supports OpenAI, Anthropic, Gemini, Ollama bash pip install selectool...
Anthropic dropped something big yesterday. Not a new chat model, not a productivity feature. They revealed that an unreleased model called Claude Mythos Preview...
'Cleaned Markdown
Overview I built a tiny event emitter that fixes a bug most people don't know they have: if a handler calls off on itself during emit, the next handler gets sk...
WebAssembly in 2026 for .NET Developers WebAssembly has evolved from an experimental browser technology to “boring” production infrastructure. In 2026 the conv...
How Project Glasswing flips the AI security equation — and why it matters for every engineer alive !Project Glasswing bannerhttps://media2.dev.to/dynamic/image...
Gemma 4 on Apple Silicon – 85 tok/s with a single pip install !Cover image for Gemma 4 on Apple Silicon: 85 tok/s with a pip installhttps://media2.dev.to/dynam...
What EIP‑152 Is EIP‑152 landed in the Istanbul hard fork December 2019. It exposes the BLAKE2b F compression function as a precompiled contract at address 0x09...
!VoltageGPUhttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fu...
We shipped an AI agent into production. It worked perfectly… until it didn’t. The worst part? Our logs said everything was fine. - API calls → success - Tools...
How I Processed 335,000 Tokens in One Night for 57 Cents Renting a Supercomputer by the Hour Changed Everything About How I Think About AI Costs By Ryan Brubec...
Bigger Model ≠ Better Results: How to Stop Wasting Money on the Wrong AI By Ryan Brubeck | April 2026 You wouldn't use a sledgehammer to hang a picture. Stop us...
Overview I built a semantic search tool for my personal creative archive using ChromaDB for vector storage and Ollama with the nomic-embed-text model for embed...
March 2026 – The Trivy Compromise - What happened? - A security scanner called Trivy was compromised for less than a day. - Stolen credentials cascaded downstr...
Weekend “Vibe Coding” vs. Enterprise Reality I spent last weekend vibe coding again. It was intoxicating. With an LLM by my side, I was a one‑person powerhouse...
A Beginner's Guide to Running Your Own AI Assistant for $12 a Month The $200/month AI subscriptions don’t want you to know this is possible. By Ryan Brubeck | A...
July 19, 2024: When Monitoring Systems Become Liabilities July 19, 2024 was, by any reasonable measure, the worst single day in the history of enterprise techn...
Introduction Most people trying to get clients make one mistake: they wait for referrals and “hope” marketing works. I did that too. What changed everything wa...
Problem Overview Your agent uses a fallback chain: GPT‑5.4 → DeepSeek → Gemini Flash When GPT‑5.4 returns a 429 rate‑limit error, the fallback mechanism should...
