坪田 空 / AI×業務自動化 (@ai_dx_tsubota) on X (Twitter)

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坪田 空 / AI×業務自動化 is a creator on X (Twitter) in the 1K–2K follower range, publishing for Business operators and automation practitioners in Japanese SMEs who are implementing AI for workflow efficiency, especially those struggling with practical integration beyond basic automation. Profile last checked 2026-07-03.

Observed facts (from the public profile):

Profile bio

AIで作業効率を10倍にした人 / TikTok運用代行の現場で業務を自動化 / 座ってるだけで10個以上の仕事が勝手に動く / あなたの会社でも再現可能 / AIコンサルのご相談はリンクから

What this creator posts about, and who reads it (AI-inferred)

Recurring topics: Claude Code operational limits and quality control, Prompt management like CLAUDE.md, Model selection and setting optimization, Automation barriers like Chrome login, Security when creating AI tools

Audience: Business operators and automation practitioners in Japanese SMEs who are implementing AI for workflow efficiency, especially those struggling with practical integration beyond basic automation

Provenance: inferred by AI from public content, not stated by the creator — confidence 0.40 · read from 8 recent posts · updated 20 days ago.

Audience read from this creator’s own recent posts, not from platform-declared categories. It is our reading, and it can be wrong.

Recent content samples (what the inference above was drawn from)

僕がClaude Codeの同時セッションを2〜3本に制限してる理由はこれ 工場がラインを止めて品質を守るように セッション数を絞って自分の判断力を守る 5本同時に動かして手戻りが出るより 3本で丁寧にやった方がトータルの生産量は上がる AIは速くなっても、使う人間の脳みそは変わらない

CLAUDE.mdは書き足すほど精度が落ちる Anthropicが7/24に発表した話なんだけど 自社のClaude Codeの指示書を80%以上削除しても 測定できるコーディング評価の劣化はゼロだった 指示が増えるほど「指示同士の衝突」が起きて Claudeの判断が重くなる とりあえずmd書き足すって発想は無駄を生む

Claude Codeで制限にかかる一番の原因はだいたいこれ 全部の作業を同じモデル・同じ設定で動かしてること 軽い作業はSonnet 5のlow 重い戦略設計だけFable 5のhigh この使い分けだけでトークン消費が変わる

業務の8割自動化できたのに、Chromeのログインだけ毎回手作業になってる これ、AIをガチで使ってる人ほど感じてる壁だと思う Claude in Chromeっていう拡張機能を入れると、ログイン済みのサイトをそのままClaudeに使わせられる ログインで詰まってた人は試してみる価値ある

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• /kol/x/ai_dx_tsubota.json
• /kol/x/ai_dx_tsubota.md

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