produced by Classmethod

# AI articles

Transform Legacy Systems into Business Advantages in the AI Era with AWS Migration & Modernization

siwanat-phuengphian

2026.06.29

[Copilot Studio] KPI Report End-to-End from Collection to Distribution: Final Configuration of Parent + Document Creation Sub

けーま (川田圭真)

2026.06.28

[Booth Report] Can you discover drugs on AWS!? We visited the "Amazon Bio Discovery" booth!

2026.06.26

"The Accumulation of Failures" Gave Birth to LLMs (Part 2) — From Attention to the Scaling Revolution, and Then to Alignment

2026.06.24

"The Accumulation of Failures" Gave Birth to LLMs (Part 1) — From the Limits of Mathematics to the Geometry of Meaning

2026.06.24

[Copilot Studio] I tried distributing a generated Word report as a download link via a flow

けーま (川田圭真)

2026.06.23

[Copilot Studio] Tried generating .pptx/.xlsx from scratch with Code Interpreter

けーま (川田圭真)

2026.06.23

[Copilot Studio] Tried Generating Insights from Aggregated Numbers: Also Includes Settings to Block Responses Without Basis

けーま (川田圭真)

2026.06.23

[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 KPI data for aggregation to an agent: chat attachment, file knowledge, and SharePoint

けーま (川田圭真)

2026.06.22

I tried installing AI-DLC Workflows v2, which was preview released, on Kiro CLI / Claude Code / Codex CLI

2026.06.21

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 "Behavior" 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 generation based on files in Knowledge: A comparison with Web search off

けーま (川田圭真)

2026.06.15

[Copilot Studio] I Tried Creating 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

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

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

注目の記事

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