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Everything I've written — identity, AI, Linux, and where the craft is heading. Search by phrase or filter by tag.
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AI, end to end — from how models work to running it in IAM
A full crash course in plain language: AI vs ML vs DL, how a language model works inside, prompting and RAG, agent frameworks and multi-agent systems, optimization and guardrails — and how it all becomes a real, safe, compliant architecture for identity and access management.
Read →SailPoint ISC vs IdentityIQ
I've spent real time in both. Here's the honest version of why Identity Security Cloud is the better bet for most teams — and the cases where IdentityIQ still earns its keep.
Read →The state of software, and where it's going
I've been writing code for about six years, two and a half of them professionally — which means my whole working career has happened inside this AI shift. This is my honest read from that vantage: what has actually changed, what hasn't, and the bets I'm making.
Read →Arch Linux, and why I keep coming back
Arch has a reputation for being hard. It isn't, really — it's just honest. Here's what makes it different, and how to install it end to end, finishing with the script I use every time.
Read →An un-brickable Linux with Btrfs
A rolling-release system that's always current sounds scary until you have an undo button. Btrfs snapshots give you exactly that — roll a bad update back in seconds, and back up so the machine is never truly beyond repair.
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