AI圈报教程 / 实战普通
How to Make RAG Show Its Evidence: Claim Verification at 15M-Document Scale
内容摘要
Your retrieval demo is beautiful. You dropped a thousand PDFs into a vector database, wired up an...
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I let an open model delete 1,242 of my saved articles. On purpose. I feel lighter.
Unpile is a 100% local read-later triage agent. TabPFN decides which saved articles you will actually read, Gemma writes the digest, offline and free.
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EU AI Act Service Desk Gives Businesses a Direct Route to Multilingual Compliance Guidance
The European Commission has launched the AI Act Service Desk and a complementary AI Act Single...
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[Agent Platform in Action (3)] Solving Stateless Container HITL Amnesia: Cross-Instance Business Card Recognition and Pause/Resu
Recap In the previous two articles of this series: "[Agent Platform in Action (1)]...
信息来源：DEV Community
教程 / 实战普通
[Agent Platform in Practice (5)] Building an AI Agent Quality Flywheel: Automated Benchmarking for LINE AI Business Card King wi
Recap In the first four articles of the "Agent Platform in Action" series, we have...
信息来源：DEV Community
教程 / 实战普通
How to Use Jira with AI Agents for Free in 2026
I’ve been looking at how developers can bring AI coding agents into their existing workflows, and...
信息来源：DEV Community
教程 / 实战普通
diffium-db: A live diff of what agents do to your database
An agent changes your database and you find out later. git diff covers the migration file, not what the migration did, and nothing at all about the row it updated on the way past. So I built a TUI you leave open while the work happens, on …
信息来源：DEV Community
教程 / 实战普通
Open Source Radar · 2026-10-23: When agents multiply, stop them stepping on each other
By Renchao Wu. Originally published on widechaos.cn. Each day I pick five projects that are rising...
信息来源：DEV Community
教程 / 实战普通
How to Add a Remote MCP Server to Cursor, Claude Code, VS Code and Claude Desktop (Tested)
Tested configs for adding a remote MCP server to Cursor, Claude Code, VS Code and Claude Desktop, plus curl checks, mcp-remote and the real token cost.
信息来源：DEV Community · Claude / Cursor
教程 / 实战普通
Claude Code Subagent Error Recovery in 2026: Retry Logic, Fallback Strategies, and Detecting Stuck Loops
Error recovery determines whether your Claude Code subagents crash on transient failures or degrade gracefully. Learn retry logic, loop detection, and circuit breakers that prevent runaway costs.
信息来源：DEV Community · Claude
教程 / 实战普通
Why Your Local LLM Gives Different Answers at Temperature 0.
You set temperature to 0, fix the seed, send the same prompt twice, and get two different answers....
信息来源：DEV Community