produced by Classmethod

# AI articles

A non-engineer tried to systematize operational error response using Claude's Agent Skills

2026.07.21

[Presentation Materials] I gave a presentation titled "Let's Think About How Risk Management Should Be in the AI Era" at the CCoE Practitioners Community Kansai.

荒平祐次(arap)

2026.07.17

Recommendation for PM Record Keeping: Rebuilding My Method for Organizing Notes

2026.07.16

The Story of How an Autonomous AI Agent Stopped Due to Anthropic OAuth Token Ban, and How We Recovered Using Frontmatter Prompt Control + Claude Code Delegation

2026.07.16

I tried video data search and summarization using VSS AI with Brev

2026.07.15

I built a mechanism to talk to an autonomous AI agent in real time from Claude Code for debugging

2026.07.14

Understanding Python's yield — From the Difference with return to Streaming Input Patterns for AI Agents

2026.07.12

Elevate Security & Operations to Proactive Defense with AWS Frontier Agents

siwanat-phuengphian

2026.07.08

ちょっと話題の記事

How Far Can a Gaming PC Run Local LLMs? I Tried It with Ollama

2026.07.04

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 Evidence

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 an agent KPI data for aggregation: chat attachments, 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 "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

I tried creating an AI agent with Microsoft Foundry Agent Service

片桐翼 (Katagiri Tsubasa)

2026.04.17