The agentic web, where models browse, rank and transact on our behalf, is introducing a new kind of risk that did not exist in the traditional web. Over the past few weeks I have s

CTO & Co-Founder at WTFox.ai. Founder of HoverBot. Based in Singapore. Building AI products that solve real problems.

Agentic web and the missing trust layer

A lot of startup demos make AI coding look simple. Give every engineer a few premium plans, connect the tools, and productivity goes up. In reality, enterprise adoption is a differ

AI adoption inside companies is still being misunderstood

After a week of daily use, I’m both impressed... and frustrated.If you try GPT 5 Pro directly in the ChatGPT portal, it feels like a big leap forward: almost no hallucinations, sha

GPT-5: A Week of Usage

When building skills for a chatbot application, one of the key architectural questions we face is: how should the model decide when to trigger a specific skill?At a high level, a “

Skill triggering in chatbots: MCP or intent classifiers

A new generation of browsers such as OpenAI Atlas, Perplexity and Diabrowser are quietly rewriting the rules of the internet. They do not just give you a search bar. They give you 

The agentic web is arriving

Over the past few weeks, we’ve seen signs that the AI coding assistant ecosystem may be heading into a difficult phase.In early July, Cursor announced a major pricing shift, moving

The Hidden Costs of AI Coding Tools: Why Pricing Shifts Could Stall Adoption

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