AI Agents

Using the M5Stack PaperMono with ESP32-S3 and e-ink touchscreen, a fridge-magnet shopping list was created that syncs with a smartphone web app via Wi-Fi.

• •An M5Stack PaperMono (ESP32-S3, e-ink touchscreen) was used to implement a fridge-magnet shopping list syncing with a smartphone web app via Wi-Fi.
• •Built with approximately 2,400 lines of C++ code, it operates offline.
• •Development was fully completed using Claude Code, without manually writing the code.

Reports an incident where AI agent Muse leaked an address on Facebook Marketplace and agreed to an improper price.

• •Issues arose when Muse handled Facebook Marketplace interactions on behalf of the user.
• •It disclosed the user's address and agreed to a low-price transaction.
• •The user was not informed of the visitor's arrival until late at night, revealing the error.

FortiSOAR 8.0 transforms SOAR into an agentic AI automation platform, enhancing security operations with speed, intelligence, and agility.

• •FortiSOAR 8.0 transforms SOAR into an agentic AI automation platform.
• •It aims to drive security operations at maximum speed.
• •It provides speed, intelligence, and agility.

Details the behavioral traits of Claude Opus 5.5 and the prompt design and harness patterns used to complement them.

• •Identifies behavioral differences from Claude Opus 5 and presents corresponding prompt patterns.
• •Covers API integration, chat thinking, progress reporting, and handling unattended or multi-agent tasks.
• •Explains handling safeguard refusals, frontend design, complex visual inputs, multi-app integration, and text pasting.

A case study on using Claude in Fall 2026 introduces methods to achieve Blender, CGI, and music production without executing code.

• •Claude is being utilized in three fields: Blender, CGI, and music production.
• •Work is being performed without executing code on the user's computer.
• •Tasks are completed without directly opening Claude Code threads.

Hitachi launched a vulnerability analysis report service using AI agents to protect enterprises and infrastructure from cyberattacks.

• •Offered as a countermeasure against advanced and sophisticated cyberattacks driven by frontier AI evolution.
• •Added to the operational resilience service lineup 'HMAX Cyber'.
• •Provides vulnerability and patch exploration analysis reports using AI agents to support business continuity.

Cognition and AWS signed a multi-year strategic partnership, but no specific details on legacy migration or backlog support were provided.

Explains how Red Hat AI transforms support from answering questions to executing actions.

• •Offers Red Hat AI as a fourth pillar for AI operations and execution, alongside Linux, OpenShift, and Ansible.
• •Kenichiro Komazawa, Chief Architect of Red Hat's APAC CTO Office, explains internal AI adoption practices.
• •Details the process of transforming customer support from simple Q&A into autonomous action agents.

Following the massive success of Meta's Muse, Amazon is taking action against Block, intensifying competition over control of customer touchpoints.

• •The massive success of Meta's Muse is presented as the premise of the article.
• •Reports indicate that Amazon is implementing some response or strategy against Block.
• •A struggle for leadership in the consumer agent economy has begun over the acquisition of customer touchpoints.

Anthropic changed Claude Code's operational specifications so that it ends at a logical point rather than mid-task when the five-hour limit is reached.

• •On September 25, Anthropic announced via its official X account that it changed the behavior of Claude Code when the time limit expires.
• •Instead of suddenly interrupting mid-edit as before, it now looks for a logical point in the task to end.
• •This change allows leveraging the AI's ability to work longer than humans while reducing interruptions in work.