Rich Sutton on AI creativity and discovery
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I Built Free Browser-Based File Tools That Run Without Uploading Your Files Why I Built File Convert Factory Most online file converters require you to upload your documents to a server. That means your PDFs, Word files, images, or spreadsheets are processed somewhere you don't control. As some...
The Contract That Survives the Agent A Level 5 Engineer — Issue #4 Preface I want to be upfront about something before we get into it. None of the frameworks in this article is mine. The ideas here come from two people who have been thinking about this stuff way harder and longer than I have — ...
My MTP post showed multi-token prediction roughly doubling Qwen3. 6-27B's generation on a 3090. A reader asked the question I'd skipped: what about prompt processing at long context ?
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Instagram is rolling out one of its most requested features: the ability to manually reorder posts on your profile grid. Here’s how to do it.
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Deploying a website usually starts with one question: Where is the code stored? If your project is already on GitHub, connecting the repository to Netlify gives you version control and automatic deployments. If you only have a static HTML page generated by ChatGPT, Claude, or Gemini, creating a...
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As someone who runs multiple AI agents for day-to-day tasks, I kept hitting the same wall: every new conversation was a total memory wipe. I'd ask my agent about a project we discussed yesterday, and it had no idea what I was talking about. Frustrating.
なぜルールファイルが「効く」のか Node. js + Express のコードベースは、ルーティング・ミドルウェア・エラーハンドリングの慣習がプロジェクトごとに微妙に違います。AIエージェント(Claude Code / Cursor など)は優秀でも、その「あなたのプロジェクト固有の暗黙ルール」を毎回ゼロから推測します。結果、 res. send と res.
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ログ/監視のコスト爆死あるある5選と回避策 結論から言うと、個人開発のオブザーバビリティ破産はほぼ全て「取り込み量(ingest)課金」で起きる。 Datadog/New Relic/CloudWatch はストレージではなく流し込んだバイト数とカスタムメトリクスのカーディナリティで請求するため、コードを1行変えただけで月額が10倍になる。以下、実際に財布が燃える5パターンと、コードで止める回避策をまとめる。 1. DEBUGログを本番で垂れ流す logger. debug() を消し忘れたまま本番デプロイ → CloudWatch Logs の取り込みは $0.
It started innocently enough. I needed a way to let my team ask questions about our sprawling internal documentation—hundreds of pages of API references, onboarding guides, and compliance rules. ChatGPT was impressive, but it had no clue about our private data.
If you are an American of a certain age, you know the Soviet Union launched the first satellite, Sputnik, beating the United States to orbit.
Claude Fable 5 shipped this morning. The headline is that it runs for days on its own, sustaining long, asynchronous tasks earlier models couldn't. Reading the announcement, my first thought wasn't "impressive," it was "when would someone like me, a solo plugin developer, actually use this, and...