“But apt install kept spitting out Unifi errors, so of course I asked Claude to help fix it... and of course I ran the command without bothering to check what it would do...”

“Zero babysitting after plan approval.”

“The developer shares insights gained from building the app, offering valuable perspectives for others venturing into AI-driven development.”

“What could be done to improve this? I'm halfway wondering if I train a neural network such that the embeddings (i.e. Doc2Vec vectors) without dimensionality reduction as input and the targets are after all the labels if that'd improve things, but it feels a little 'hopeless' given the chart here.”

“The author is excited to share his experience of releasing the app and the lessons learned.”

“OpenAI released o1 and o1-mini in September 2024, starting a revolution in 'inference'...”

“The article focuses on how the author collaborated with Gemini 3.0 Pro during the development process.”

“AI healthcare is evolving from 'information indexing' to 'service delivery,' and a handover of the human health baton is quietly underway.”

“Google’s 2025 Our Life with AI survey found people are using AI tools to learn new things.”

“Copilot is designed for writing code, while Claude Code is aimed at...”

“This, Claude Code で作ったスキルがそのまま VS Code Copilot で動きます.”

“The article aims to share knowledge gained from the software replacement project, providing insights on designing and operating AI-assisted coding in a production environment.”

“In the near future, AI will likely handle all the coding. Therefore, I started learning 'high-load service design' with Gemini and ChatGPT as companions...”

“AI is a supplementary tool. Always verify the output.”

“The author, driven by the desire to solve a personal need, is compelled by the impulse, familiar to every engineer, of creating a solution.”

“MNIST data are used.”

“The article likely focuses on the technical implementation of the web game 'Kabu Kare' developed with Vanilla JavaScript and the specified technologies.”

“The article's key takeaway is the warning about engineers potentially losing understanding of their own code's mechanics, generated by AI.”

“He warns of the risk of engineers losing the ability to understand the mechanisms of the code they write themselves.”

“LSP (Language Server Protocol) is being utilized in the AI Agent domain.”

“AIコーディングエージェントで開発を進めていると、「AIが勝手に進めてしまう」「仕様がブレる」といった課題に直面することはありませんか？ (When developing with AI coding agents, haven't you encountered challenges such as 'AI proceeding on its own' or 'specifications deviating'?)”

“plan modeを使うことで、いきなりコードを生成するのではなく、まず何をどう実装するかを整理してから作業に入れます。”

“The application's code was entirely implemented using AI coding agents. Specifically, the development progressed by leveraging Claude Code, ChatGPT's Codex CLI, and Gemini (Antigravity).”

“The article's content indicates struggles with design data interpretation from Figma to implementation.”

““This, the bottleneck is completely 'human (myself)'.””

“This year, the challenge was not just 'completion' but also 'quality maintenance'.”

“Google said that merchants can now offer discounts to users directly in AI mode results”

“The article suggests that developers should be strategic in selecting the correct AI tool for specific tasks, avoiding the pitfalls of single-tool dependency and leading to improved code accuracy.”

“I often have Claude Code or Codex look at the zzz line of xxx.md, but it was a bit cumbersome to check the target line and filename on NeoVim and paste them into the console.”

“These modes allow AI to guide users through a step-by-step understanding by providing hints instead of directly providing answers.”

“調べてみたところ、~/.gemini/antigravity/browser_recordings以下に「会話ごとに作られたフォルダ」があり、その中に大量の画像ファイル（スクリーンショット）がありました。これが犯人でした。”

“LLMを活用したコーディングが主流になりつつある中、コンテキスト長の制限が最大の課題となっている。”

“Unfortunately I cannot directly pull the quote from the linked content due to access limitations.”

“”

“これらの課題を解決するのが、Claude Code の サブエージェント（Sub-agents） 機能です。”

“”

“The management of 'what to feed the AI (context)' is as serious as the 'memory management' of the past, and it is an area where the skills of engineers are tested.”

“”

“私はプログラマーではありません。長靴で現場を歩き、デスクでは取得したデータをもとに図面を作る、いわゆる 現場寄りの技術者 です。”

“"Vibe駆動開発はクソである。"”

“適切に設定しないとMCPを1個追加するたびに、チーム全員のリクエストコストが上がり、ツール定義の読み込みだけで数万トークンに達することも。”

“AIがコードを書くことが前提になりつつある中で、エンジニアの仕事は「なくなる」のではなく、重心が移り始めています。”

“とりあえずは「ほぼ」デフォルト設定のまま実行しました。”

“「It's fun to write and record rap, but honestly, it's hard to come up with punchlines from scratch every time.」”

“すべてはGeminiの「謎の提案」から始まった (It all started with Gemini's 'mysterious suggestion')”

“「提案書」と言えば以下をまとめてくれるので、自然に引き継ぎできる。”

“生成AIで実装スピードは上がりました。(自分は入社時からAIを使っているので前時代のことはよくわかりませんが...)”

“The developer's question: "Is this reckless long term? Or is this just what solo development looks like now if you’re disciplined about sc"”

“今回は、単発の実装ではなく「いろいろなアプリに横展できる」ことを最優先にして、オープンソース的に再利用しやすい構成にしています。”

“カビゴン（Gemini 3 Pro）に「ひでんマシン」でコードを丸呑みさせて爆速デバッグする戦略”