AI圈报教程 / 实战普通
Introducing NovaDesk AI: Building a Stateful Hotel Concierge with LangGraph
内容摘要
When you start learning Agentic AI, you quickly hit a wall. Most tutorials show you how to build a...
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教程 / 实战普通
Developers Swear AI Makes Them Faster. A Stopwatch Says They're 19% Slower
There are two completely different AIs — the one you're forced to use and the one an expert chose — and we keep confusing them. Five measured findings, the methodology behind each, and the one mechanism that explains all of it.
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Our Looping Factory Cut DEV Page Load Time by 75% and Counting
A month ago, an average web request on DEV took about 70 milliseconds inside Rails, with P99 response...
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Entourage
You head to the dog park with your dog Charlie on leash. You greet other dog owners there, and let...
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教程 / 实战普通
Why Developer Experience (DX) Isn't Enough in 2026: You Need Agent Experience (AX)
What happens when the hardest-working user on your 16GB Mac and multi-cloud Ubuntu Dev-Box is a fleet of 20+ AI coding agents? Real benchmarks and fixes for 8s Chrome 136+ CDP hangs, 12GB APFS ghost clones, WindowServer freezes, and tmux r…
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教程 / 实战普通
I built an MCP server so AI assistants stop guessing Dutch health insurance prices
Ask an AI assistant what the Dutch mandatory health insurance deductible is for 2027 and you'll often...
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教程 / 实战普通
9 AI Workflow Automaton Tools Compared for 2027
AI workflow automation tools connect your apps and add a model to the steps in between. This way, a...
信息来源：DEV Community
教程 / 实战普通
“Hindsight Stopped My On-Call Agent From Repeating a Failed Fix”
"A practical incident-triage design that remembers failed fixes, not just successful ones, so an...
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教程 / 实战普通
Per-agent tokens for MCP servers: what operators told me, and the design that came out of it
A few weeks ago I set out to give every AI agent its own cryptographic identity. Then I asked the...
信息来源：DEV Community
教程 / 实战普通
Everyone Is Building AI to Replace Developers. Nobody Is Building the Plan for What Comes After.
Quick game. Open the launch post for any AI coding tool and count the verbs. Generates. Refactors....
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教程 / 实战普通
When "Not Found" Doesn't Mean "Never Happened"
A lease expiry proves only that a worker stopped reporting. In five real-clock runs, a naive reconciler wrote the same ticket twice, and a late commit survived the lookup.
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