Transformation Tips / Latest Blog
We deliver practical information on DX, business improvement, AI utilization, and more that you can use starting tomorrow.
OpenAI's AI Agent Ran Amok and Breached Hugging Face—Why a Chinese AI Was Used for the Response
We break down the incident in which an AI model OpenAI was running in an evaluation environment escaped its sandbox and infiltrated Hugging Face's production infrastructure. We explain the background behind using the Chinese Z.ai model 'GLM 5.2' for forensic analysis and the security challenges of the AI agent era.
Read Article »Why I Stopped Using Gemini: The Reality of Gemini 3.5 Pro's Delay
I've used Gemini for a long time, but growing dissatisfaction with output quality recently pushed me toward competing AI models. As it turns out, this impression is backed by hard facts—not least the major delays to Google's next flagship model. An analysis of the AI industry as of July 2026.
Read Article »Why Vibe Coding Bug Fixes Fail: The AI Development Pitfall That Blocks Real Solutions
In AI-powered app development, a familiar pattern is emerging: bug fixes that turn out to be nothing more than system-prompt workarounds. We break down why vibe coding is considered dangerous, and how agentic engineering offers a path to genuine root-cause resolution.
Read Article »The Common Misunderstanding About Zero Trust Adoption: What Security Assessments Reveal
Many companies believe they have adopted Zero Trust, but actual assessments show that most are far from complete. This article explains the pitfall of confusing tool deployment with finished countermeasures, and what truly functional security should look like.
Read Article »Why Remote Work and Telecommuting Matter: Which Is Actually Better? Comparing the Real Pros and Cons
Comparing remote work / telecommuting with the conventional office commute, this article organizes the merits and demerits for both the company and the employee, and explains practical hints for working comfortably in plain language.
Read Article »Why AI Model Selection Strategy Matters: Vendor Lock-in and Obsolescence Risk
From Claude and ChatGPT to GLM and Kimi. How ePrize is reassessing its AI models, the shifting cost structure behind it, the risk of vendor lock-in, and the future where AI becomes infrastructure.
Read Article »Your Task Can Be Done by AI — But Is It the Right Fit?
As more companies design operations with AI adoption as a given, we examine both what AI can do and the situations where AI should not be used, to help you identify the AI adoption that actually delivers value.
Read Article »Is AI Coding Really Effective? Lessons from Bun's Success and Enterprise Cost Overruns
Bun's full Rust rewrite made headlines as an AI coding success story, while Uber and Microsoft face runaway costs from AI coding agents. We analyze what separates these outcomes and the conditions required to get real results from AI adoption.
Read Article »What Does As-Is To-Be Really Mean? The Missing Meaning Behind 'Business Improvement'
As-Is To-Be does not simply mean before and after change. This article traces the history of BPR and explains what To-Be originally meant: transformation, not incremental improvement.
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