Your agent is running a 50‑step data pipeline extract, validate, transform, load. It’s been working for 20 minutes, then at step 47 the process is OOM‑killed. T...

For decades, software engineering has focused on two primary interfaces: - User Interface UI – optimized for human perception: visual, intuitive, and interactiv...

Hey everyone 👋 Over the past couple of weeks, I’ve been building a side project called Opsrifthttps://opsrift.com/. It started from a simple frustration: postm...

Introduction Every token you send to an LLM costs money and eats into your context window. When you embed structured data—JSON arrays, database records, API re...

Repository-level code agents have shown strong promise in real-world feature addition tasks, making reliable evaluation of their capabilities increasingly impor...

The rapid integration of Large Language Models (LLMs) into software engineering practice is reshaping how software testing activities are performed. LLMs are in...

I run temp‑mail.you, a disposable email service that works in 20 languages without a dedicated translation team. It’s messier than you’d think. The i18n setup E...

I wanted a throwaway email service that wasn't slow, wasn't covered in ads, and worked in my language. Nothing I found checked all three boxes, so I built one....

!Cover image for Why Most AI Products Are Built Wrong From a System Design Perspectivehttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravit...

I love when this “thing” keeps working while I’m doing something else. Whether it’s discussing, correcting a plan, or running an investigation, I often need it...

The availability of generative Artificial Intelligence (AI) tools such as ChatGPT or GitHub Copilot is reshaping the way in which software is developed, evolved...

!Cover image for Arduino Email Alert System Using DHT11 & Circuitdigest Cloud APIhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=aut...

Introduction Visa announced AgentCard last month. Stripe built a machine payments protocol. World launched AgentKit for AI identity. Everyone is racing to give...

!Cover image for I Scanned 300 Vibe-Coded Repos. The 1 Finding Will Annoy You.https://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,f...

While working on AllInOneTools, I’ve been thinking about FAQ sections from an SEO + AI perspective. Earlier, the common advice was: > Add FAQ schema to get rich...

Europe’s reliance on imported fossil fuels has come under fire since the Iran war sparked a new energy crisis. The IEA chief Fatih Birol said this week that “no...

Background The title mentions “5 strategies,” but the number is not a formal framework—it simply reflects how many approaches I could test before my API bill f...

Overview A cron job on the machine wakes up every morning, reads recent memory files, writes a build‑log entry, commits it to GitHub, drafts a dev.to post, pub...

Introduction When I first started using Docker for a simple Flask app, the resulting image was 1.12 GB. By applying a few Docker best‑practice techniques, I re...

Overview Introducing Vivid AI, a tool that transforms cloudy ideas into vivid, structured blueprints. Vivid AI helps you: - Transform vague concepts into well‑...

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Overview I've been building Autoreport for the past few months alongside my day job. The idea was simple: every Monday morning, receive a PDF in your inbox wit...

The Rise of AI in QA AI is quickly becoming part of every conversation around software testing. From generating test cases to automating repetitive workflows,...

What Is CI/CD?https://cloudzenia.com/services/ci-cd Continuous Integration CI CI is the practice of frequently merging code changes from multiple developers in...

Why a Single Coin Flip Can Be Fairer Than an Entire Crypto Casino Most “crypto casinos” take the Web2 playbook, bolt a wallet connect on the front, and call it...

Workflow Overview The provided workflow streamlines motion‑controlled game development by using Gemini Canvas to rapidly prototype mechanics like the MediaPipe...

The Tournament Idea Every algo trader has opinions about which strategy is better. RSI mean reversion? MACD crossover? Momentum? Everyone argues. Nobody runs t...

⚠️ Recent Supply‑Chain Incident: LiteLLM Two days ago LiteLLM was backdoored. Two malicious versions were published to PyPI, resulting in: - Stolen credentials...

Mind‑Bending Realities: 7 Famous Paradoxes That Still Baffle Scientists and Philosophers Humanity has always sought to order the chaos of the universe through...

Overview This blog post introduces a workflow for extracting high-quality data from complex, unstructured documents by combining LlamaParse with Gemini 3.1 mod...

!Cover image for Stop Organizing, Start Learning: How I built an AI Study Buddy using Notion MCPhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=co...

Overview I've been using AI coding tools full‑time since January 2026, building production software with them daily. After three months of real‑world usage acr...

How to Build an Earnings Call Transcript Analyzer Earnings calls contain signals that move stock prices — hedging language, forward‑guidance changes, and senti...

Google’s TurboQuant Cache Compression What happened Google’s TurboQuant cuts LLM cache memory requirements by at least six times, achieving up to 8× performanc...

!CVE Reportshttps://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%2F...

I have always liked the weather radar. First of all, it's rainbow. Second of all, the weather is mysterious and constantly changing. I enjoy the visual aid of s...

!Cover image for I Built an Image Generation MCP for Claude Code — Gemini, OpenAI, and FLUX in One Placehttps://media2.dev.to/dynamic/image/width=1000,height=42...

!Cover image for I Couldn't Find an OAuth 2.1 Proxy for MCP Servers, So I Built Onehttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=a...

Overview Imagine letting Claude and Codex work together as pair programmers, communicating directly—one acting as the main worker and the other as a reviewer....

The Agentica SDK by Symbolica achieves an unverified competition score of 36.08 % on ARC‑AGI‑3 1ref1, passing 113 out of 182 playable levels and completing 7 ou...

Overview Wednesday Build Hour is a weekly, interactive “technical gym session” led by Google Cloud experts to help developers and architects sharpen their clou...

'npm Session | Command | Before | After | Saved | |

markdown !Shusetsu Todahttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2...

Your AI agent makes hundreds of API calls a day. Can you prove what it did last Tuesday at 3 pm? asqav signs every function call with quantum‑safe cryptography....

When people build autonomous agents for repetitive tasks — job applications, outreach, content publishing — they almost always nail the intake layer and fail at...

When you’re prototyping locally with AI agents like Gemini CLI, Claude Code, or your own agent, their potential is often bottlenecked by your local machine. Wai...

MARCH 10, 2026 We are continually looking for ways to reduce friction in the developer workflow and consistently hear that developers experience friction when w...

TensorFlow 2.21 has been released! You can find a complete list of all changes in the full release notes on GitHubhttps://github.com/tensorflow/tensorflow/blob/...