AI圈报教程 / 实战普通
I raced six models against each other on DigitalOcean Inference. The cheapest one won.
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Every time I put a model behind an endpoint I make the same lazy decision. I pick whatever I used...
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On-Policy Distillation Works Better Without the Teacher
A new Purdue paper analyzed teacher supervision in on-policy distillation. The teacher scores are mostly noise, and a fixed negative penalty beats a full teacher model on AIME24.
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Building a Zero-Download Digital Disposable Camera \
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I Gave Claude Code a Brain. Then I Measured What It Costs to Ask for One.
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The Brave Wanderer: I made Claude play a Pokémon it never read a guide for
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Kubernetes is HariKube's query language, control protocol, and application interface for managing data streams
Building production-grade microservices has meant wrestling with legacy anti-patterns, dealing with...
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Streamline Publishing with a Claude Code Skill
A Claude Code skill that turns one markdown file into dev.to, AWS Builder Center, Medium and LinkedIn versions, checks them before they ship, and posts the ones with an API — plus the debugging tools for when a destination mangles somethin…
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Agent Skill 開發：用 lets-social 自動將文章轉化為 IG、Threads、FB 社群貼文
本篇要解決的問題 以前流行手寫套件，分享到 GitHub 上讓人取用，現在似乎…流行的是 Skill 了。 因為來自 Google 的流量一直在下降，所以 Let's Write...
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Divide and Let the LLM Do the Rest: From Personal Experience to Architecture
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What happens to technical debt when AI makes code cheap?
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