Build log 5 min read Sep 21, 2026

I used Jev in my product. Here is what I found

A new model called Jev catches resume bullets that stay true underneath but quietly gain a number nobody stated. Built and tested into Ryzio as a second safety layer.

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Chart: across 122 real resume bullets each given one invented detail, the existing guard caught 1 and Jev caught 122
Gen AI Academy APAC · Part 2 5 min read Sep 6, 2026

I built an AI journal for Google’s hackathon

Building Daybook took an evening. The week went to a chatbot-shaped database, two billing wallets, a deploy that never went live, and a journal that knew the future.

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Daybook’s Today view: a written entry with Daybook’s reflection appearing underneath it, no chat window and no send button
Gen AI Academy APAC · Part 1 7 min read Aug 29, 2026

I don’t write code. This week I deployed three AI agents

Week one of Google Cloud’s Gen AI Academy APAC Edition, run with Hack2skill. Three agents deployed on Cloud Run, roughly ₹100 spent, and the mistake that taught me the most.

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Gen AI Academy APAC hero graphic: three agents, retrieve, query and act
AI workflow 4 min read Aug 19, 2026

I Stopped Typing to AI. The Results Got Better

A note on why voice feels more natural for AI agents, especially when the task is fuzzy, creative or full of context.

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Abstract voice to AI workflow illustration