Top Articles of the Day | 14-Jul-2026

Read the best articles of today, from around the globe, curated at one place for you!

AI & Data

Pick #1

Porting Gemma-4 (2B / 4B / 12B) to AWS Inferentia2

Dev.to 16 min read 9 reactions

A field report on running Google's Gemma-4 on AWS Inferentia2: mixed attention heads, the vLLM / optimum-neuron / NxD dead-ends, and the neuronx-cc compiler limits.

Pick #2

Show HN: I implemented a neural network in SQL

Hacker News 100 points

An experiment to query Xarray datasets with SQL. Contribute to xqlsystems/xarray-sql development by creating an account on GitHub.

Pick #3

Show HN: Jacquard, a programming language for AI-written, human-reviewed code

Hacker News 92 points

Jacquard is a small programming language designed for a regime in which most code is written by machine-learning models and reviewed by people. - jbwinters/jacquard-lang

Product

Pick #1

Grok uploaded my user directory to xAI's servers

Hacker News 503 points

@XBToshi Okay, grok has uploaded my entire user directory to xAI's servers. It contains my SSH keys, my password manager database, my documents, photos, videos, everything...

Pick #2

Stratagems #13: P Posted a Question on a Public Forum. 24 Hours Later, an AI Sales Team Called.

Dev.to 9 min read 25 reactions

Startle the snake by striking the grass. — The 36 Stratagems, Stomp the Grass to Scare the...

Pick #3

The Day I Stopped Learning Frameworks (and Started Learning Engineering)

Dev.to 1 min read 5 reactions

The More I Learn, the Less I Google Frameworks A few years ago, every new framework felt...

Programming

Pick #1

Stratagems #13: P Posted a Question on a Public Forum. 24 Hours Later, an AI Sales Team Called.

Dev.to 9 min read 25 reactions

Startle the snake by striking the grass. — The 36 Stratagems, Stomp the Grass to Scare the...

Pick #2

Observability Design for the AI Era — Reconciling PII Protection With AI Searchability, and Driving Self-Healing (Part 2)

Dev.to 13 min read 15 reactions

Part 1 laid out four monitoring axes (application / infrastructure / CI / LLM) and the shape each one ends up in. Part 2 picks up where the data actually flows: it's production data, with PII in it. This post is about a multi-layer PII design that hashes at both write and search time with the same f

Pick #3

Stop Saying You Want Ownership Mindset

Dev.to 5 min read 18 reactions

My 2nd article this week, I'm supposed to keep it to just once per week but whateverrr, I've had this...

Developed with ❤ by Supratim Haldar