api

"Gitに対応した理由は、ほとんどのAIモデルによるAIエージェントがGitをよく知っているため、スキルなどを別途用意しなくともAIエージェントが自在に操作できるためだと説明されています。"

"However much you might earnestly pay $20 a month for the top-tier Google One AI Premium... the moment you step even slightly away from the official UI and try to access this AI from a terminal or script, this privilege is instantly invalidated."

"「初回ヒアリングだけでも自動化できないか？」という発想から、このシステムが生まれました。"

"In the 'Consulting Your AI about Your Portfolio' series, we systematically organize the places where you get stuck, the parts that break, and the boundaries you must protect when moving into actual operation after passing through the shortest route."

"By describing things as 'Absolute Rules' in CLAUDE.md like this, Claude Code will spontaneously start checking for them. For example: 'Never commit files containing API keys, passwords, or tokens (.env, credentials.json, etc.).'"

"[The announcement of Headless 360] ships more than 100 new tools and skills immediately available to developers."

"I would like to apply my original horse racing prediction model to GI races for the next year to verify its performance. This article serves as a record summarizing the prediction results of the verified races and my thoughts on the model's behavior based on the actual race results."

"Product Hunt's AI sector ranking shows: 1st: Claude, 2nd: CraftBot, 3rd: Grok, 4th: ChatGPT, ranking right up there at the top alongside famous AI names."

"Salesforce drops the UI... Salesforce CEO Marc Benioff says APIs are the new UI for AI agents"

"Salesforce announces Headless 360, an initiative that will give AI agents access to Salesforce's platform capabilities through APIs, MCP tools or CLI commands"

"MCPはそこから一歩進んで、ツールを独立したサーバープロセスとして切り出す。MCPはツールをサーバーとして独立させることで、どのLLMからでも同じツールを呼べる標準化されたプロトコルを実現している。"

"I pulled about 40 public repositories of the 'Firebase + AI starter' type from GitHub and ran a scan. 32 of them had hardcoded keys or unrestricted Firebase configs in plain text."

"The mobile app running on the user's device is a client = untrusted, is the great principle. Even so, the reason to implement it is: Immediate feedback: Better UX than having the server return 'Invalid' after letting the user enter a name that is too long or a strange string. In other words, L1 is done for UX. Security is the responsibility of L2 and beyond."

"Salesforce announces Headless 360, an initiative that will give AI agents access to Salesforce's platform capabilities through APIs, MCP tools or CLI commands."

"Opus 4.7に移行する前に確認すべき変更点をまとめます。"

"gpt-image-1-miniのqualityをテストするために、次のようなコードを実行しました。"

"Excel, spreadsheets, CSV, or any data you have can be used simply by copying and pasting."

"Opus series is Anthropic's highest-tier model line, suited for use cases where accuracy and Inference capabilities are the top priority."

"I wanted to try upgrading it with more data this time. Conclusion: The data went in. But 検索拡張生成 (RAG) couldn't find it."

"AI browser automation solves the constraints of traditional tools like Selenium: it requires no HTML selectors, as the LLM understands the DOM to decide where to click, and it operates intent-based, making it resilient even when the UI changes."

"By creating a mechanism where you can simply say 'save this to XX' or 'is there a document about that?' without stopping the conversation, Claude handles it automatically using Claude Code's Skill feature."

"短期間の開発だと、とにかく動くものを早く出したくなります。ただ、今回やってみて強く感じたのは、短期間だからこそ「動く」より「正しく動く」を最短で取りにいく設計が重要だということです。"

"Result: At the Chamber of Commerce counter, the person in charge asked me, 'The level of completion on this is quite high... who did you have write this for you?'"

"「AIに文章を生成させると、どれも同じ感じになってしまう」 この問題の解決策がブランドボイスのLLM化です。自社・自身の文体・トーン・用語・価値観をLLMに学習（プロンプトエンジニアリング）させることで、どんなコンテンツを生成しても「らしさ」が出るようになります。"

"By having the LLM learn (via prompt engineering) your company's or your own writing style, tone, terminology, and values, a sense of 'identity' will emerge no matter what content is generated."

"Recursive Superintelligence, a four-month-old start-up developing self-teaching AI and founded by ex-DeepMind and OpenAI engineers, has raised $500M+"

"The problem has two layers. The first layer is the risk of sending data to external LLM providers... The second layer is the risk of recording it in your own company's logs."

"Join builders from around the world for a week of building with the Claude Code team, with a prize pool of $100K in API credits."

"A basic model deployed to the web is 100x more impressive than a complex PyTorch notebook sitting locally on your hard drive."

""コストの可視化 → いくら使ってるかを把握する""