GyaanSetu WebDev

Frontend, backend and devops for the modern web.

239 articlesDeep, practical knowledge

One Malicious .git Config Can Compromise Every Machine in Your Team

A crafted core.fsmonitor entry in a repository’s .git/config is run automatically when AI tools like Claude Code invoke git status. The command executes with the developer’s privileges, letting attackers install malware, steal credentials, or alter code before any line is typed.

WebDev · 3 min read

Periodic Retraining Beats Drift Detection by Up to 55% on Static Models

The arXiv study by Sawan Dasari, based on 4,000 experiments, shows that for models that cannot learn incrementally, a simple periodic-retraining schedule outperforms both error-threshold and drift-detection policies, delivering 15-55 percentage-point accuracy gains while cutting infrastructure compl

WebDev · 3 min read

Developers Warn: Skipping STON.fi Checklist Can Lose Real Tokens

The community-authored guide breaks the migration into four layers—environment variables, contract interaction, fee calculation, and edge-case handling—showing how to pull router addresses and fees from the live API, run failure-mode tests, and keep the SDK up to date.

WebDev · 4 min read