Vetting a Dev Vendor with Japan's AI Guidelines: 8 Questions
Vetting a Dev Vendor with Japan's AI Guidelines: 8 Questions Summary: Japan's AI Guideline...
10 min
39 views
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AIチャットボットを自社商材にしたいSIer・代理店へ 自社開発、取次販売、OEMの選び方
Where do agencies and SIers get stuck on AI chatbot requests?Agencies and SIers rarely get...
6 min
36 views
Prompt Injection and Attacks on RAG and AI Agent Systems: How Could Your Chatbot Be Turned Against You?
Summary: Prompt injection plants instructions in content an AI reads, so the AI acts again...
10 min
54 views
AI-Driven Cyberattacks in Japan: What They Are, 3 Risk Groups, and What to Do First
Summary: AI-driven cyberattacks (AIサイバー攻撃) fall into 3 groups. Attackers use AI as a...
11 min
51 views
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116 articles
Software Development Partner
SaaS Go-Live
PostgreSQL Row-Level Security: Tenant Data Isolation for Multi-Tenant SaaS
PostgreSQL Row-Level Security: Tenant Data Isolation for Multi-Tenant SaaS Summary: Row-Level Security (RLS) i...
12 min
213 views
System Architecture
Security
Docker Security: 8 Golden Rules to Secure Containers in Production
Docker Security: 8 Golden Rules to Secure Containers in ProductionDuring application development, Docker simpl...
4 min
88 views
System Architecture
DevOps
Optimizing Docker Images: Reduce Size, Speed Up Build and Deploy
Optimizing Docker Images: Reduce Size, Speed Up Build and DeployDocker helps us package applications along wit...
4 min
92 views
Quality Assurance
AI
Vibe Coding Is Changing Software Development: How Should QA Adapt?
Answer-first: Vibe coding allows users to describe software requirements in natural language and have AI gener...
4 min
78 views
AI
Quality Assurance
When AI Writes the Code and Grades Its Own Homework: Why Manual Test Cases Still Matter
Here's a scene that's becoming familiar on AI-agent-driven teams: you hand off a feature, the agent writes the...
6 min
74 views
AI
AI-Driven Enterprise Automation: Capabilities, the Jagged Frontier, and Operational Governance
Generative AI and Autonomous Agents in Enterprise OperationsSummaryGenerative AI and autonomous agents are fun...
7 min
77 views
Customer Experience (CX)
Customer Insights
AI Customer Support Automation: When Should Chatbots Escalate to Human Agents?
AI Customer Support Automation: When Should Chatbots Escalate to Human Agents?Summary (Answer-first / Excerpt)...
8 min
50 views
Quality Assurance
Software Quality Assurance
AI for Testing vs Testing AI Systems: Two Different Jobs
AI for Testing vs Testing AI Systems: Two Different Jobs Summary: Using AI to test software and testing an AI...
11 min
114 views
VAON
Offshore Contract Japan
Writing Outcome Metrics Into Software Contracts: A Practical 4-Tier Model
"We delivered every feature on the list, and we billed exactly the man-months in the contract."Both statements...
8 min
98 views
AI
Claude
Caveman: How AI Agents “Talk Less” to Save Tokens
Caveman: When AI Agents “Talk Less” to Save TokensAI Agents are becoming familiar tools for programming, resea...
9 min
77 views
Security
Software Testing
QA in the AI Era: Don't Just Test, Find Ways to Make It Fail
QA in the Age of AI: Don’t Just Test the System - Find Ways to Break ItAI is changing the way software is buil...
9 min
86 views
AI
Harness: Sometimes Upgrading the System Is Worth More Than Upgrading the Model
Whenever an AI agent does something stupid, the default reaction is usually: Upgrade the model. Reasoning isn'...
4 min
161 views