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SQLite Is All You Need (Until It Isn’t) — A Practical Guide
I run 4 production SaaS products on SQLite. Not PostgreSQL. Not MySQL. SQLite. Before you close this tab — hear me out. The Case for SQLite in Production SQLite handles: Thousands of reads per…
From 34 Dev.to Posts to $112,750 in Lost Dreams: What Self-Promotion Really Taught Me
From 34 Dev.to Posts to $112,750 in Lost Dreams: What Self-Promotion Really Taught Me I started this journey thinking I’d build a revolutionary knowledge management system. Two years and…
Bringing Multimodal Gemma 4 E2B to the Edge: A Deep Dive into LiteRT-LM and Qualcomm QNN
Running Large Language Models (LLMs) on mobile devices used to be a futuristic dream. Today, with Google’s release of the Gemma 4 family and the powerful LiteRT-LM framework, deploying highly…
Fine-Tuning Gemma 3 on TPU for Medical Q&A with Keras and JAX
I wanted to build a medical Q&A fine-tuning project that stayed genuinely TPU-native on Kaggle. This project uses Google’s `gemma-3–1b-it`, KerasHub, JAX backend, and a Kaggle TPU to…
SQL Subquery and CTEs( Common Table Expressions)
What is a subquery? Subquery is a query nested inside another query statement. It allows the query to be modular which would otherwise require multiple queries to achieve the same result. It…
Anthropic takes $5B from Amazon and pledges $100B in cloud spending in return
Amazon has made another circular AI deal: It’s investing another $5 billion in Anthropic. Anthropic has agreed to spend $100 billion on AWS in return.
Google rolls out Gemini in Chrome in seven new countries
Google is rolling out Gemini in Chrome in Australia, Indonesia, Japan, the Philippines, Singapore, South Korea, and Vietnam.
I built a Claude Code plugin that refuses to agree with me
I typed this into Claude Code the other day: ❯ claude code is better than codex ⏺ Noted. No pushback. No “on what metric?” Just a polite nod. That’s the bug. Claude is tuned…
It’s not just one thing — it’s another thing
This sentence construction (“It’s not just this — it’s that”) has become so common in AI-generated writing that it’s no longer just a clue that a piece of writing…
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