AI圈报教程 / 实战普通
Magentic orchestration explained: why Microsoft's pattern outperforms naive supervisor architectures - Magentic One pattern
内容摘要
I spent a month defending a supervisor architecture I knew was failing. The symptoms were subtle at...
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"Will AI replace developers?" is the wrong question. The better one is: how should we change the way...
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Our owner banned our Claude Code agent from asking 'can I leave this for next time?' Where do you let your agent stop?
Until 2026-09-15 our agent could end a run by asking its owner "can I leave this for next time?". It...
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Your Access Logs Already Show Which Pages AI Assistants Are Reading
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Firecrawl vs Tavily for an AI agent: 97% vs 82% fact recall, and why retrieval breadth decides grounding
I run a competitor-research agent: give it a company URL and it finds and verifies that company's...
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Securing MCP servers: a practical checklist for 2026
MCP servers look harmless because they expose tools, not endpoints. A client calls a tool and gets a...
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2,200 applications = two interviews!
In 2022, I spent about a year applying for more than 2,200 jobs. I got two interviews. Two. After...
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Zero-Screen Dungeon Master: The Voice-Only RPG Where Your Real Walk Drives the Story
This is a submission for the DEV Hacktoberfest Open-Source AI Challenge: Week 1 - Touch Grass. 🌿...
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I Built an AI That Turns “I’m Bored” Into Real-World Side Quests 🌿
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An Unauthenticated KV Cache Server Puts Code Execution on Your Cluster Network
TL;DR LMCache is a caching layer for large language model servers that keeps the...
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Use your filesystem as your database
If you’re like me, you generate a lot of markdown files with your agents. Maybe they’re things like...
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