AI圈报教程 / 实战普通
GEO and AEO Audits Must Check AI Crawler Access Beyond Google Search Console
内容摘要
A website can appear healthy in conventional SEO reporting while still being difficult for AI systems...
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One Model Call, Then Deterministic Code: Build a Controllable Tencent RTC Voice Companion
Build a real-time AI voice companion where the LLM may answer or propose a timer, but only deterministic application code can confirm and execute it. This TypeScript tutorial covers interruption, stale results, idempotency, ambiguous confi…
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Why do developers continue to write code by hand?
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Hello Dev Community: Introducing BoomTick
Every creative project has a rhythm. In software, it might be the hum of a CI/CD pipeline or the...
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This Is How I Built a Self-Healing CI Pipeline With Agents!
TL;DR: A failed CI build is often not just a failed CI build. It is a developer opening logs,...
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My Agent Returned Success. The Browser State Said Otherwise
An agent clicks Checkout. The browser tool returns success. The run completes without an...
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Laravel's Native Vector Search Now Speaks MariaDB — Plain MySQL Is Still Left Out
Originally published on my blog. On August 20, PR #61250 was merged into Laravel's 13.x branch,...
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Google Search Console Rolls Out AI Reporting and Controls to Websites Worldwide
Google has completed the worldwide rollout of Search Generative AI performance reports and controls...
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I Used Every AI Coding Assistant I Could Find for a Month. Here's What I Actually Pay For Now
One developer tested Copilot, Cursor, Codeium, Tabnine, Replit AI, v0, Bolt and Lovable on the same two jobs for a month. What survived the renewal, what got cancelled, and the one skill that matters in 2026.
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AI Made Coding Faster. Now the Bottleneck Has Moved.
The code is being produced faster than I can confidently review, validate, and ship it. ...
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