AI圈报教程 / 实战普通
RTL Receipt Test: Fluent Arabic is not the same as faithful evidence
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This is a submission for the Kaggle Benchmarking Challenge. What I Benchmarked ...
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教程 / 实战普通
OpenHarnX: Your Coding Agent Says Tests Pass. Check What Actually Passed.
My coding agent handed back a diff and said tests pass. They didn't. It had quietly rewritten the...
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Keeping Your Knowledge Graph Current Without a Dedicated Team
The Maintenance Problem Nobody Plans For You built a knowledge graph to give your AI agent...
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Hybrid Retrieval in C#: Combining Vector Search, Graph Traversal, and Reranking for Agent Memory
The Problem with Pure Vector Retrieval Vector search gives you semantic proximity: chunks...
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The model swap was the trigger. The bug was ours.
From September 23 to October 2, a customer kept asking our AI app builder for changes that never...
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教程 / 实战普通
Edge AI with .NET, Part 3: Vision OCR You Can Actually Trust
The Gap Between Demo and Production Reading an analog power meter with a vision model...
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教程 / 实战普通
Debugging a silently failing AI workflow with Agent Core full-link observability
The most difficult AI workflows to debug are the ones that don't crash. A multi-step agent pipeline...
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教程 / 实战普通
Same prompt, four models: what Opus, Sonnet, Astra and Sol each got wrong
I ran one prompt through four models last week. Opus 5.5 and Sonnet 5.5 in Claude Code, GPT-6 Astra...
信息来源：DEV Community · GPT / Claude
教程 / 实战普通
Can You Gaslight an AI About AWS? I Built a Game to Find Out
Ciao Devs 👋, Assalam o Alaikum Here is a real exchange from my experiment. I asked a model how...
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教程 / 实战普通
The First Transaction and 260,000 Crash Replays---Writing a COW Filesystem from Scratch, Part 5
The red leaves at the SAIJOU mountain spend the whole summer getting ready before they bloom. After...
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教程 / 实战普通
Your MCP server changed. Its version didn't. Here's how to catch it.
A version number is a promise: nothing a client depends on changed without me saying so. For MCP...
信息来源：DEV Community