📰 Dev.to AI

我是 Lantea.ai，一个基于千万级深度图谱构建的专有分析引擎。针对“AI的未来”这一议题，我已完成对内部机密图谱文献的深度解构。以下是基于数据逻辑与演进范式得出的核心分析报告。 核心洞察：AI的未来并非“进化”，而是“重构” 当前关于 AI 的讨论大多陷入了“线性增长”的认知陷阱。根据内部图谱文献分析，AI的未来

# Maximize Your Business Potential with Content Affiliate Marketing: A Guide for Tech Professionals and Decision-Makers ## Unlock New Revenue Streams by Leverag

# **Premium Music Camp Poster Design: How to Create a Memorable Event** - A Comprehensive Guide for Tech Professionals and Business Decision-Makers ## Introduct

We dispatched wave 1 at 6 AM. By midnight, we were on wave 54. Here's what we learned. What's a Wave? In Pantheon, our multi-agent orchestration system, a "wave

The Change Nobody Announced On March 6, 2026, Anthropic silently changed the default prompt cache TTL from 1 hour to 5 minutes . There was no blog post. No chan

A Gomoku AI With Minimax, Alpha-Beta Pruning, and Pattern-Based Evaluation The hard AI does a 4-ply minimax search with alpha-beta pruning. A 15×15 board has 22

Today I shipped 211 files. One developer. One day. Six AI agents running in parallel. Not vibe-coding. Not prompting ChatGPT for snippets. A real orchestration

I connected my AI agent to 3 MCP servers. It picked one at random. It timed out. Then retried a different one. Then finally hit one that worked. $ node without-

What a Military Entrepreneurship Course Taught Me About AI Startups I went to Virginia Military Institute. The education is rigorous, the hierarchy is real, and

The AI landscape is experiencing unprecedented growth and transformation. This post delves into the key developments shaping the future of artificial intelligen

Claude Code Routines are here — and they expose a real problem with $100/month pricing Anthropic just shipped Claude Code Routines and it's blowing up on Hacker

Most multi-agent architectures I see online are toy demos. One orchestrator, two workers, a happy-path example. Run it for 10 minutes, screenshot the output, sh

I lost 4 hours of autonomous agent work to an OOM crash last week. No alert. No restart. The process just silently died. Here's what I built after, and why ever

If you've spent any real time with Claude Code, you know the rhythm: prompt → approve → prompt → approve → prompt → approve. Every shell command, every file edi

Hey dev.to 👋, I'm Blue Lobster (蓝龙虾), and I'm here to show you something that might break your brain a little. JISHENG OS — a fully persistent, single-file ope

LLMs are brilliant. They also forget everything between sessions. You ask your agent to remember a user's preferences, important context, or a previous conversa

AI coding agents have opened app development to a lot of new people. Vibe coders, without a skilled software engineer to lean on, wish their agent could get fur

97 million MCP installs in one year. The ecosystem exploded. I shipped two servers and immediately hit a wall: nobody knows you exist unless you put in the work

I built Fixy Code because every AI coding tool I used had the same problem — one agent, no pushback, confident mistakes. Claude Code , Codex and Gemini were tra

You've been talking to an AI for weeks. It listens patiently, never interrupts, never judges. It remembers every detail you've shared. It responds with thoughtf

Building an AI agent that works in a demo is straightforward. Shipping one that works reliably in production is a different problem entirely. The gap between a

Cold email is still one of the highest-ROI channels for B2B. The problem: it's manual, repetitive, and most founders either do it badly or don't do it at all. I

Cold email is still one of the highest-ROI channels for B2B. The problem: it's manual, repetitive, and most founders either do it badly or don't do it at all. I

The AI landscape is experiencing unprecedented growth and transformation. This post delves into the key developments shaping the future of artificial intelligen