This article is a record of my own automated trading bot failures and a simulation using Python. The paper (simulated) results cover only about two weeks, and I cannot claim to have skill or that it ...

AI agents are convenient, aren't they? But have you ever felt uneasy, wondering if they are actually working correctly, or ...

Your Python cache can run the same work twice, even with the GIL. See the check-then-act race, the lru_cache gotcha, and how ...

A Pytest plugin that implements Regression Test Selection (RTS) and Regression Test Prioritization (RTP) for faster regression fault detection. The mode in use is reported in the terminal header: Diff ...

I need to summarize all the EXCEL table data in the given folder, into a given EXCEL table, write Python requirements as follows: 1. In the sub-table, the columns are candidate number, candidate name, ...

Python libraries that replace hundreds of lines of custom code. LiteLLM, Instructor, Tenacity, and 5 more I use in every ...

Cold storage crypto recovery drill: restore your backup on a second wallet and prove it with a watch-only Python script in 12 ...

In the strongest example of "weight space programming", as the technique is called, Astra’s intervention raised Qwen3.5-0.8B’s MATH-500 score from 7.9% to 48.1% while touching approximately 0.016% of ...

How to use EdisonScientific/Ibis0-30B-A3B-Classifier with Transformers: # Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline ...

Gitleaks tutorial: scan git history, block secrets with a pre-commit hook and gate pull requests in GitHub Actions. 12 steps, ...

As a small business owner, you have rules your employees must follow during their workday, whether they’re in the office or working remotely. That same concept can be applied to their interactions ...

How to use thatvector/gemma-4-26B-A4B-it-heretic-FP8-Static-Sharded with Transformers: # Use a pipeline as a high-level helper from transformers import pipeline pipe ...