If you've been building utilities against the Claude API for any length of time, you've developed an instinct for context hygiene. jCodeMunch takes that instinct and gives it infrastructure: index once, retrieve by symbol, and stop paying for the 770 lines of boilerplate surrounding the 30 you actually needed.

Performing an operation multiple times produces the same result as doing it once.

I used Claude to create a team of eight specialist agents: Cryptography, Ancient Text, History, Mathematics, Occult, World Religions, Software Development, and Project Direction. I set them on the task of deciphering page 186 of the Voynich Manuscript.

I, for one, welcome our new robot overlords.

January 2026 marks AI's decisive transition from experimental technology to production-ready systems, with agentic AI emerging as the defining trend of autonomous agents capable of planning and executing complex tasks without human oversight. Key breakthroughs include compact models like Falcon-H1R outperforming systems seven times their size, healthcare AI achieving diagnostic accuracy far exceeding human physicians, and massive infrastructure investments signaling long-term industry confidence. The month also saw AI expand into scientific research as an active collaborator, with NASA launching AI initiatives for space exploration and quantum-AI convergence promising accelerated discoveries in drug development and materials science.

After a random AI-moderation ban, I deleted my decade-old Reddit account, purged my posts, and used old.reddit.com to finally remove it.

Claude Code is amazing.

I have put together a list of five common and preventable security failings in most companies and the top resolutions from the Big Book of Breaches 2025 by Illumio.

EFF’s “Breachies 2025” rounds up the year’s most notable data breaches and privacy failures, showing how tracking tech, third-party vendors, and excessive data collection keep turning into real-world harm. It’s a reminder that minimizing what you collect (and tightening basic security) can dramatically reduce the blast radius when something goes wrong.

Do you have a small Magento store with a single inventory source and are tired of inventory reservations? You can disable all of it and revert back to basic Magento inventory handling.

Google’s New Willow Chip Is So Fast It Has People Asking Big Questions

“You remember that big UFO scare in New Jersey last year? Well, that was us.”