AI圈报教程 / 实战普通
The AI job market in 2026: who gets hired, what they earn, and which roles are fading
内容摘要
In September 2026 I pulled together what the major sources say about the AI labor market: LinkedIn,...
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教程 / 实战普通
🎧 Your AI Agent Is Thinking. You're Just Staring at a Blank Screen.
You know the moment. You hit enter, the agent starts "thinking," and for the next 15 to 45 seconds...
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First Rollback: Revert the Agent PR You Cannot Explain
Your first AI pull request will often need rollback. Plan that rollback before you merge...
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AI Security Cannot Be Legislated Into Existence
Regulation sets the rules. Architecture enforces them. Conversations about AI safety revolve around...
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The Tool Succeeded, the Repo Did Not: A Myth-Busting FAQ
The standup recording still had the spinner on screen when the engineer muted the call. Twenty tool...
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教程 / 实战普通
Context aware Spring AI chat microservice
Keeping State in a Stateless World: Building a Context-Aware Gemini Microservice with Spring...
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教程 / 实战普通
How I Built a Bilingual RAG-Powered AI Calling & Chat Agent (With a Full Admin Ops Center)
Most "AI chatbot" projects stop at a demo: a widget, an OpenAI/Gemini call, a canned prompt. Getting...
信息来源：DEV Community · OpenAI / Gemini
教程 / 实战普通
Measure the Tool-Loop Tax Before You Ship Work Off the Laptop
On a Thursday evening a backend engineer closed a laptop that still held one unfinished agent...
信息来源：DEV Community
教程 / 实战普通
Why Your .NET MCP Tool Classes Crash at Runtime (And the Two-Line Fix)
If you're building MCP servers in .NET with instance-based tool classes — the kind that take...
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Price AI Coding Lanes With Rollback Hours, Not Token Stickers
A platform lead told a room the AI coding bill was zero. Then someone opened the revert log. Fourteen...
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教程 / 实战普通
Keeping an AI-assisted conversion report numerically consistent
A simulated conversion case with shared metric definitions, weighted retention, and calculations readers can inspect.
信息来源：DEV Community