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What's new in pip 26.1

pip 26.1 adds support for dependency cooldowns, experimental support for reading/installing from standard lockfiles (pylock.toml), fixes several long-standing limitations of the 2020 resolver, and drops support for Python 3.9.

https://ichard26.github.io/blog/2026/04/whats-new-in-pip-26.1/
Choosing a Python Logging Library in 2026

Compare Pythons standard logging module structlog and Loguru with real benchmarks OpenTelemetry integration paths and frameworkspecific guidance for Django FastAPI and Flask.

https://www.dash0.com/guides/python-logging-libraries
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Databases Were Not Designed For This

The post defines defensive databases as systems designed to protect data from buggy, noisy, or autonomous applications through safeguards such as idempotency, auditability, soft deletes, controlled writes, and strict permissions. As AI agents and distributed services generate more unpredictable traffic, data stores must actively preserve integrity rather than assuming every client behave...

https://arpitbhayani.me/blogs/defensive-databases