produced by Classmethod

# AI articles

[Copilot Studio] I tried automatically generating a Word report by inserting numbers into a template: Document output

けーま (川田圭真)

2026.06.23

[Copilot Studio] Tried Displaying KPIs as Graphs in Chat: Two Routes Using Adaptive Cards and Code Interpreter

けーま (川田圭真)

2026.06.22

[Copilot Studio] Tried Handling KPI Aggregation Deterministically Without Relying on LLM: Two Approaches Using Code Interpreter and Office Script

けーま (川田圭真)

2026.06.22

[Copilot Studio] Comparing methods for giving an agent KPI data for aggregation: chat attachments, file knowledge, and SharePoint

けーま (川田圭真)

2026.06.22

I tried out the new feature that allows you to create audio data by specifying the musical style and length in the composition plan of the ElevenLabs Music v2 API

2026.06.19

Agentic Commerce: Big C Revolutionizes Online Shopping with AI!

2026.06.17

[Copilot Studio] Tried Templates, Autonomous Triggers, and Multi-Agent: From Design to Operation Verification

けーま (川田圭真)

2026.06.17

I tried returning 402 Payment Required to a massive bot with 15 million cumulative requests using AWS WAF Monetize

2026.06.16

[Copilot Studio] Building "Movement" with Topics, Tools, and Agent Flows: From Design to Operation Verification

けーま (川田圭真)

2026.06.15

[Copilot Studio] I tried answer based on files in Knowledge: also compared with Web search off

けーま (川田圭真)

2026.06.15

[Copilot Studio] I tried making my first agent: Creation, Instructions, and Testing

けーま (川田圭真)

2026.06.15

I compared Gemma 4 31B and Claude Sonnet 4.6 for OCR and structured extraction of business documents, and evaluated their costs and accuracy

けーま (川田圭真)

2026.06.13

I tried out the interactive shell feature of Amazon Bedrock AgentCore Runtime

2026.06.06

I tried to understand NIST AI RMF (AI Risk Management Framework)

荒平祐次(arap)

2026.06.02

[Session Report] In-house Service Development in the Age of Generative AI: The Past and Future of Kyocera Robotic Service Development #ClassmethodForum

ふじい(大)@製造ビジネステクノロジー部

2026.06.01

I tried Impeccable, which improves AI-like quality

2026.05.29

I tried running OWASP Juice Shop CTF 18 challenges in parallel batch execution using Kiro CLI headless mode

2026.05.24

Facing AI Coding Agents

2026.05.18

I tried creating an AI agent with Microsoft Foundry Agent Service

片桐翼 (Katagiri Tsubasa)

2026.04.17

必見の記事

I tried building a local AI coding environment with Ollama and OpenCode

2026.04.15

[Event Report] We held a small seminar at AWS Malaysia

yokouchi-satoshi

2026.04.13

ちょっと話題の記事

I tried the agent team feature of Claude Code

片桐翼 (Katagiri Tsubasa)

2026.04.09

ちょっと話題の記事

Should we try to change the world together? ~ Returning 402 Payment Required to AI crawlers. The "third option" realized through the x402 protocol and GEO strategy

2026.04.07

必見の記事

I revisited the subagent functionality of Claude Code

片桐翼 (Katagiri Tsubasa)

2026.04.07

Discarded code was a treasure trove - An account of learning from failure and completing a PoC in 4 business days

2026.04.06

必見の記事

Settings and Functions I First Mastered When Starting to Use Claude Code

片桐翼 (Katagiri Tsubasa)

2026.04.03

ちょっと話題の記事

Organizing three methods for scheduled execution in Claude Code

2026.04.01

Porting a remote MCP server with MCP Apps × Hono × React from AWS Lambda to Google Cloud Run

2026.03.26

注目の記事

Creating, Discarding, Creating Again - A 49-Day Record of Completely Entrusting Internal Tool Development to Claude Code

2026.03.19

I created an MCP Apps using Hono × React × Lambda, and made an app that allows you to narrow down products using AI

2026.03.12

As of March 2026, AI prompting techniques that are good to know

2026.03.03

I improved the N+1 problem in Aurora DSQL from 90 seconds to 8 seconds using AI (Kiro).

2026.01.29

Claude Desktop / Web UI GitHub integration has an issue where subdirectories are not visible (January 2026)

2026.01.14

[Update] TypeScript support in Strands Agents (preview) has been announced #AWSreInvent

2025.12.05

[GHJ306] AWS GameDay: Developer Experience Powered by AI (Provided by New Relic) #AWSreInvent

2025.12.04

[SPS311] Building Operational Resilience for Workloads Using Generative AI #AWSreInvent

2025.12.04