Dev.to AI

Design the Moment an AI Agent Needs Human Input

An AI agent asking a question is not a conversational flourish. It is a handoff of responsibility. …

Test Mobile Continuity for Long-Running AI Tasks

A long-running AI task creates a mobile problem that a chat request does not: the work can outlive t…

Build an Accessible Agent Task Timeline, Not a Spinner

A spinner is honest for about two seconds. After that, it stops answering the questions a person act…

Put a Deterministic Gate Between Generated Code and Main

Generated code should enter a repository through the same narrow door as human code. That door is n…

Should Your Team Self-Host AI Coding? A MonkeyCode Scorecard

“Can we self-host it?” is a feature question. “Should we operate it?” is a product and organizationa…

Building Intelligent Applications with AI and Machine Learning

Artificial Intelligence (AI) and Machine Learning (ML) are transforming the way businesses build mod…

7 PySpark Mistakes That Quietly Increase Compute Cost

TL;DR collect() on large DataFrames pulls all distributed data into a single driver node. At sca…

Meta's Superintelligence Compute Ramp Spans 2000km Across Data Centers

Meta's superintelligence compute ramp spans 2000km+ with an RL startup, per SemiAnalysis, marking th…

GitHub's Former CEO Launches Distributed Git Network for AI Coding Agents

Claude Code users should monitor Nat Friedman's distributed Git network for faster agentic coding wo…

The Hidden Cost of Trading Without Real-Time Market Intelligence

Cryptocurrency has transformed the way people invest, trade, and build wealth. Unlike traditional fi…

The Enterprise Software Industry Has Been Solving Yesterday's Problems

For decades, enterprise software had one primary mission: Standardize the business. And to be fair, …

A2A Streaming and Async Tasks for Long-Running Agent Workflows

Most AI agent demos still behave like chat completions with extra steps: you send a prompt, wait a f…