AI圈报教程 / 实战普通
AI Workflow Automation in WordPress: Where the 4WP Plugins Are Headed
内容摘要
I've probably worn out my welcome by now with this old-school habit of mine — explaining DDD or SDD,...
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Your LLM cost estimate is wrong above 200,000 tokens
I went looking for a straight answer to "what will this cost per month" and found that almost every...
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Your AI Agent Has No Colleagues
"The coordination of the builders is not direct. It is the work already done that directs and...
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Code Dictator vs Wispr Flow vs Claude Code vs Copilot CLI: Free Voice Dictation for AI Coding in VS Code
Voice input for AI coding assistants got crowded fast in 2026. If you're picking a tool, here's...
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Holdout Ledgers Keep Agent Scores Honest
A headline agent percentage is not a measurement until the task ledger, metrics, and controls can be...
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When Free Inference Should Not Own the Retry Loop
A retry loop that consults free inference before it fires again is not resilience. It is a second...
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🎧 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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The Transcript Is the Bill
The transcript is the bill. An agent job is not one request, and pricing it as one request is how a...
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The AI job market in 2026: who gets hired, what they earn, and which roles are fading
In September 2026 I pulled together what the major sources say about the AI labor market: LinkedIn,...
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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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