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教程 / 实战普通2026-08-31 03:01

The guardrails that matter are code, not prompts

I built an agent that coordinates eldercare for my mother in India, and the interesting part was not...

信息来源：DEV Community

教程 / 实战普通2026-08-31 02:52

I Added a Fourth Model Mid-Run. It Changed What My Field Test Could Prove.

Latest release: v0.2.2 — Aug 29, 2026 I did something I usually try hard not to do in a field...

信息来源：DEV Community

教程 / 实战普通2026-08-31 02:23

Verifying $0.05 USDC Payments On-Chain in 40 Lines of Python — No Stripe, No SDK, No KYC

Last week I wrote about the French voiceover API that only accepts payment from robots. Today: the...

信息来源：DEV Community

教程 / 实战普通2026-08-31 02:14

My agents had their own branches. They did not have their own time.

I built a code factory where a manager agent delegates a real backlog to engineers in isolated workspaces. Three things about it were wrong, and only the log said so.

信息来源：DEV Community

教程 / 实战普通2026-08-31 02:11

Four bugs in one paragraph: what I learned building an autonomous loop that chases people who don't answer

I built CrisisMesh for the All Things Agentic Hackathon, and I created this post for the purposes of...

信息来源：DEV Community

教程 / 实战普通2026-08-31 02:09

Tres capas de contexto para un agente de código, ordenadas por garantía

Tres capas de contexto para un agente de código, ordenadas por garantía Una migración tiró...

信息来源：DEV Community

教程 / 实战普通2026-08-31 02:00

The Illusion of Autonomy: Why AI Agents Fail When They Stop Asking for Help

Why autonomous LLM agents hallucinate in production and how to implement retrieval-augmented orchestration to enforce human-in-the-loop correctness.

信息来源：DEV Community

教程 / 实战普通2026-08-31 01:47

CPU, GPU, TPU, NPU, DPU, QPU: six chips, one question

Hello, I'm Maneshwar, and I'm building LiveReview — a blast-radius aware AI code review built for...

信息来源：DEV Community

教程 / 实战普通2026-08-31 01:12

WebMCP: Give Browser Agents Tools Instead of Buttons

AI agents can already browse a site, find a form, type into it, and click Submit. That works—until...

信息来源：DEV Community

教程 / 实战普通2026-08-31 00:56

🌍Open Source Journey: Exploring Resources for Rullst

Maintaining an open-source project is a demanding journey that requires significant focus. The Claude...

信息来源：DEV Community · Claude

教程 / 实战普通2026-08-31 00:28

The Answer Looked Right. That Was the Problem.

I started building The Verifier because of a slightly uncomfortable thought: What if an AI gives...

信息来源：DEV Community

教程 / 实战普通2026-08-31 00:23

Building My First RAG System: From Components to Knowledge and Query Pipelines - Part Two

In the last part, we worked up from the foundational problem to the key components of a RAG system....

信息来源：DEV Community

教程 / 实战普通2026-08-31 00:20

The MCP Vulnerability That Lives Between Servers, Not In One

Most MCP security writeups (including a few of mine) focus on a single server: does this one tool...

信息来源：DEV Community

教程 / 实战普通2026-08-31 00:16

LatticeDB vs SQLite: I Ran the Graph Traversal Benchmarks. The Gap Is Real but the Fine Print Matters

Last week I needed to give my AI agent a memory that connects facts instead of just listing them. Not...

信息来源：DEV Community

教程 / 实战普通2026-08-31 00:11

Building AutoFix-Agent: Autonomous CI/CD Failure Remediation with TrueForge & Qodo

Building AutoFix-Agent: How I Taught an AI to Fix Broken CI/CD Pipelines in 38...

信息来源：DEV Community

教程 / 实战普通2026-08-31 00:07

What stops your agent shipping garbage?

The tests, in principle. But the agent wrote those too, out of the same understanding of the task, so...

信息来源：DEV Community

教程 / 实战普通2026-08-30 23:50

ACAI — Adaptive Cognitive AI Architecture

Chapter 1 — Core Foundation 1.1 Objective The first version of ACAI should...

信息来源：DEV Community

教程 / 实战普通2026-08-30 23:38

Building My First RAG System: Deriving the Architecture from First Principles - Part One

Intro I recently read an article about a VC who uses AI to boost his productivity. He...

信息来源：DEV Community

教程 / 实战普通2026-08-30 23:23

Standard RAG vs. Agentic RAG: Moving Retrieval From Pipeline Stage to Runtime Decision

The assumption every RAG demo makes Standard RAG assumes the user's question maps onto one...

信息来源：DEV Community

教程 / 实战普通2026-08-30 23:00

The isolation tech behind managed AI sandboxes (gVisor, Firecracker) — worth it locally?

In Part 1, I laid out three options for where to draw the isolation boundary around an AI coding...

信息来源：DEV Community

教程 / 实战普通2026-08-30 23:00

Caterpillar 将采矿自动化经验应用于 AI 部署

工业巨头 Caterpillar 正将采矿自动化经验应用于更广泛的 AI 部署，推出 Cat AI Assistant，供现场技术人员通过语音指令获取维修流程和故障排查信息。该公司拥有约 160 万个联网设备和超 16 PB 结构化数据，并计划未来五年投入 1 亿美元培训 11.8 万名员工。其第二季度营收达 205 亿美元创历史新高，发电部门销售额因数据中心需求增长 72%。

信息来源：TechCrunch：AI（RSS）

教程 / 实战普通2026-08-30 22:32

How I Let Claude Code Resolve 312 Merge Conflicts in One Rebase: 5 Lessons

TL;DR I had a feature branch that drifted five months behind main, and rebasing it...

信息来源：DEV Community · Claude

教程 / 实战普通2026-08-30 22:29

Engineering Reliability into AI Agent Code Generation. Part III

Part III — Teams of Agents, a Post-Mortem, and the Frontier Part I defined eight failure...

信息来源：DEV Community

教程 / 实战普通2026-08-30 22:13

I gave an AI agent a production rollback button — then spent the hackathon trying to trick it into pressing it

A one-line omission in an MCP tool definition is enough to make an AI agent's approval gate silently...

信息来源：DEV Community

教程 / 实战普通2026-08-30 22:05

Are More AI Features Always Better? The “Smart” Ideas I Removed

When AI features became easy to add, my product backlog grew very quickly. Automatically translate...

信息来源：DEV Community

教程 / 实战普通2026-08-30 21:48

OpenAI Jalapeño 芯片 2026 年底内部部署

Semianalysis 报道，OpenAI 自研 Jalapeño 芯片将于 2026 年底部署于自有算力。该芯片在约 100 tok/s/user 下实现约 11M tok/s/MW，约为最佳 Blackwell 级配置的 2 倍，且采用单 token 预测（STP）而非多 token 预测（MTP），性能全面超越其他芯片。

信息来源：X：Rohan Paul (@rohanpaul_ai) · OpenAI

教程 / 实战普通2026-08-30 21:38

Your Code Knows What Changed. But Does It Know Why?

AI can write a pull request in seconds. But when that pull request touches a piece of code written...

信息来源：DEV Community

教程 / 实战普通2026-08-30 21:15

Building Roamstead: How Google Cloud Helped Me Create a Collaborative Housing Agent for Southeast Asia

Moving to another country can unlock a better quality of life, lower housing costs, and a new sense...

信息来源：DEV Community

教程 / 实战普通2026-08-30 21:11

I Built a Security Linter for AI-Generated Code, Here Is What I Found in a Real Production Codebase

AI coding tools write fast. GitHub Copilot. Cursor. ChatGPT. Claude. Gemini. Every single one of...

信息来源：DEV Community · ChatGPT / Claude / Gemini

教程 / 实战普通2026-08-30 21:05

My test report printed "0/96, 0% pass rate". The truth was my account was out of credit

Something you can do right now Open any script you have that prints a score — an eval, a...

信息来源：DEV Community

教程 / 实战普通2026-08-30 21:01

Stop Streaming LLMs via Route Handlers: The Server Actions Shift

The Evolution of AI Integration in Next.js For the past few years, building AI-powered...

信息来源：DEV Community

教程 / 实战普通2026-08-30 21:00

Feature detection lies: two things I learned shipping on WebMCP

I spent eight days building a parliamentary-procedure engine on WebMCP — the emerging standard that...

信息来源：DEV Community

教程 / 实战普通2026-08-30 20:55

LangGraph vs CrewAI vs AutoGen: 107 Real Data Engineering Tasks at Scale

LangGraph vs CrewAI vs AutoGen: 107 Real Data Engineering Tasks at Scale Subtitle: A...

信息来源：DEV Community

教程 / 实战普通2026-08-30 20:33

Live API specs for coding agents

Live API specs for coding agents An agent writing frontend code has to know the backend's...

信息来源：DEV Community

教程 / 实战普通2026-08-30 20:22

Stop Letting Flaky APIs Crash Your AI Agents

How to combine exponential backoff, circuit breakers, and graceful fallbacks for production-grade agentic workflows.

信息来源：DEV Community

教程 / 实战普通2026-08-30 20:17

OpenAI Jalapeño puts NVIDIA's inference margins on the clock

Does Jalapeño beat NVIDIA? On the benchmark OpenAI published, yes. Does that make it a better chip...

信息来源：DEV Community · OpenAI / NVIDIA

教程 / 实战普通2026-08-30 20:02

I Built an AI Agent That Negotiates My Bills For Me, Here's Everything That Went Wrong

This post showcases my journey of the All Things Agentic Hackathon. I'm a second semester software...

信息来源：DEV Community

教程 / 实战普通2026-08-30 19:46

How I built an AI planning tribunal in a weekend by orchestrating AI agents

I spent this weekend building Setback for Google's All Things Agentic Hackathon: a tool that turns a...

信息来源：DEV Community

教程 / 实战普通2026-08-30 19:37

Can You Trust an LLM to Fix a Broken Locator? I Measured It.

A measured study of multi-provider LLM consensus as a locator-healing signal — and why Automation...

信息来源：DEV Community

教程 / 实战普通2026-08-30 19:23

Migration Diary: Benchmarking Your AI Reviewer Before a Free-Tier Cutover

Moving your AI reviewer to a free model without a benchmark suite is asking for silent quality...

信息来源：DEV Community