HackerNoon

AI Code Refactoring Doesn't Have to Be a Guessing Game

I gave an AI agent one prompt and scored the codebase after every commit. Health 50 to 61, 10,000 lines gone, and a hard stop ...
InfoQ

Grab Redesigns Counter Service Storage for 50% Lower P99 Latency

Grab migrated its high-volume Counter Service from a wide column database to Aerospike using storage abstraction, shadow ...

The night I had Claude Code turn 11 regexes I'd been copy-pasting into a 66-case pass/fail table and a 48-line verification script that runs on the spot

I opened up a log-formatting script I wrote myself for the first time in a while. It's a small Python script I wrote about a ...
MarkTechPost

What Happens When a Trusted Model Repo Changes? Unsloth Studio Re-Checks Before It Runs

Unsloth details how Studio scans model code, blocks flagged weights, inspects packages and sandboxes tools before anything ...

In pandas 3.0, df.dtypes == object no longer picks up string columns—12 out of 31 ways of writing it change without warning (measured in 2.3.3 and 3.0.6)

When you upgrade code written in pandas 2.x to 3.0, lines that compare a dtype to object, such as df.dtypes == object, will ...
HackerNoon

Inside Jev: How Decision Models Trade Text Generation for Typed, Calibrated Answers

Jev, TypeSafe AI's System One decision model is a watershed moment in AGI. How it works, Jev source code in Python, ...
BIOENGINEER

AI Quality Gate Screens Code for Bugs and Smells Before It Ever Merges

Every time a software developer pushes new code to a shared repository, an invisible judgment is made: should this change be merged, scrutinized by a human reviewer, or rejected outright? In modern ...