Generative AI Tools & Use

Explains how to use Claude Code to make EKS upgrades efficient and safe, from compatibility checks to post-update verification.

• •Based on a practical case of upgrading Amazon EKS from version 1.32 to 1.34.
• •Specifically introduces how to use Claude Code for pre-upgrade compatibility surveys, the update process, and visualizing work records.
• •Compiles practical knowledge for engineers to perform EKS upgrades efficiently and safely.

OpenAI主催の学生向けCodexハッカソン2026の参加レポート後編で、優勝者インタビューを含む当日の様子を詳述

• •9月15日に横浜で開催されたハッカソンで、学生が1日かけてアイデア出しから最終プレゼンまでを行った
• •審査基準の4分の1を「Codexの効果的な活用」が占め、AGENTS.mdやComputer Useを活用したチームもあった
• •優勝者へのインタビューを含め、Codexを開発プロセスに組み込む具体的な手法や当日の熱気が紹介されている

The final article in a series from 'Learning by Building with Claude Code' challenges readers to develop a full web app.

• •This series is an excerpt from 'Introduction to AI-Driven App Development with Claude Code,' published in September 2026.
• •As the final installment, it combines knowledge from previous articles to tackle serious web application development.
• •Aims to teach the basics of AI-driven app development through the practical creation of a memo app.

M-SOLUTIONS began offering a plugin that integrates LINE WORKS' AI meeting minutes tool with kintone, enabling centralized cloud management of minutes data.

• •The plugin implements a function to import data from LINE WORKS Inc.'s AI meeting minutes tool, LINE WORKS AiNote, into Cybozu's kintone.
• •M-SOLUTIONS Inc. announced on the 25th the start of offering the AiNote Integration Plugin for kintone, which enables this integration.
• •This plugin allows generated meeting minutes data to be managed centrally on kintone.

Reports indicate that new models, GPT-6 Sol and GPT-6 Luna, are now available in GitHub Copilot.

As AI lowers development costs and blurs job boundaries, Loglas, Ubie, and RightTouch offer differing visions for the future of product managers.

• •A shared premise is that AI reduces the cost of building, causing job boundaries in product development to blur.
• •Loglas suggests becoming a business owner, Ubie suggests returning to building, and RightTouch argues that job boundaries were not the issue.
• •The article examines why these three companies reached different conclusions despite sharing the same premise at a Loglas event on August 31.

An article explains why AI speed does not reduce busyness, using systems thinking concepts like feedback loops and delays.

• •Systems thinking explains how faster work leads to new tasks filling the time, keeping busyness constant.
• •The article analyzes a workplace where AI speeds up document creation using feedback loops, stocks and flows, and delays.
• •It examines how environments evaluating only submission volume lead to increased waiting times, preventing speed from becoming rest.

FIXER began offering a black-out app co-developed with Iga City as a standard feature of its on-premises generative AI, Sovereign GaiXer.

• •FIXER started offering the black-out app co-developed with Iga City as a standard feature of the on-premises generative AI Sovereign GaiXer on September 25.
• •The system uses AI in a closed environment to support the redaction work required for local government information disclosure requests.
• •The service launched on September 25, aiming to improve operational efficiency for local governments.

An article introducing survey results on quality impacts, ROI challenges in AI adoption for software development, and AI's relationship with well-being.

• •Data was released between September 19 and September 25, 2026, regarding quality impacts and ROI challenges in AI adoption for software development.
• •The article mentions a consumer survey on AI usage and well-being, as well as the current status of customer harassment countermeasures becoming mandatory in October.
• •It also presents data from a global security and privacy knowledge test.

Google announced 'Bring Your Own Agent' (BYOA), a new Android Studio feature allowing developers to integrate their own AI agents.