AI圈报教程 / 实战普通
I gave an AI agent a production rollback button — then spent the hackathon trying to trick it into pressing it
内容摘要
A one-line omission in an MCP tool definition is enough to make an AI agent's approval gate silently...
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教程 / 实战普通
The Answer Looked Right. That Was the Problem.
I started building The Verifier because of a slightly uncomfortable thought: What if an AI gives...
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教程 / 实战普通
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....
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教程 / 实战普通
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...
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教程 / 实战普通
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
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
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
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
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
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...
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教程 / 实战普通
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