AI圈报教程 / 实战普通
Why AI Agents Keep Failing in Production (And What to Actually Build Instead)
内容摘要
AI agents fail in production because they're brittle, unpredictable, and hard to debug. Here's what actually works instead.
相关推荐
综合分类、实体标签与信息来源匹配
教程 / 实战普通
I Tested Q4_K_M vs MXFP4 on the Same Laptop — The Supposedly-Faster New Format Lost
Q4_K_M is 1.8x faster than MXFP4 in this head-to-head speed test. 6 timed runs, real numbers. The result is the opposite of what OpenAI marketing suggests.
信息来源：DEV Community · OpenAI
教程 / 实战普通
I built an epistemic gate to stop LLM data poisoning during fine-tuning. Tested across 5 architectures, orchestrated on a 2006 Toshiba laptop for $0.
Hi everyone, For a long time, the AI industry has pushed the narrative that advanced safety research,...
信息来源：DEV Community
教程 / 实战普通
Claude Can Accelerate SEO Research, but Live Site Changes Still Need Human Control
Claude can make SEO research, analysis, and early-stage drafting faster, but it should not be treated...
信息来源：DEV Community · Claude
教程 / 实战普通
What Kills Parallel Development Is Always Shared Files
Has this ever happened to you when trying to run multiple tasks in parallel? You worked on three...
信息来源：DEV Community
教程 / 实战普通
Fermat’s Last Theorem in Lean: The Community Project and Claude’s Real Role
The formalization of Fermat’s Last Theorem (FLT) in the Lean proof assistant remains an ongoing...
信息来源：DEV Community · Claude
教程 / 实战普通
I Thought the Optimizer Was the Product. I Was Wrong. The Gate Was.
Previously: 9 Bugs That All Looked Like a Working System · I Built an AI That Rewrites Its Own...
信息来源：DEV Community
教程 / 实战普通
I trained my AI agent to burn less money. Here's what actually worked.
A few months ago I became convinced my AI assistant was bleeding money through incompetence. It felt...
信息来源：DEV Community
教程 / 实战普通
I Threw the Box Away. The Damage Was Already Done.
I built a disposable sandbox for an agent and felt safe because I could throw it away. Then I realized throwing it away does nothing about what it could reach while it ran. A short story about why disposability protects the host's future, …
信息来源：DEV Community
教程 / 实战普通
Building a CMS with AI Agents: You Don't Write the Code, You Audit the Decisions
TL;DR — I gave a team of AI coding agents a real kanban board (Kanboard) and a real git server...
信息来源：DEV Community
教程 / 实战普通
I Attacked My Own AI Agent. Here's What Actually Stopped the Attacks.
When I gave my from scratch AI agent the ability to run shell commands, write files, and query a...
信息来源：DEV Community