AI Infrastructure.
What it actually costs to run AI in production: GPUs, hosting trade-offs, and the situations where rolling your own model is worth the operational tax. Written for operators making real purchase decisions, not for vendor decks.
PHIPA-compliant AI for Ontario clinics: a build checklist
What it actually takes to deploy AI inside an Ontario healthcare practice without violating PHIPA. A practical checklist for clinic operators and the developers they hire.
The real total cost of running your own LLM in 2026
GPU sticker prices are only one line on the invoice. A breakdown of every cost center for self-hosted inference, with current 2026 numbers, so you can decide whether the math works for your use case.
Back-to-back Linux kernel CVEs, and why a small shop still needs a patch cadence
Copy Fail one week, Dirty Frag the next, the sudo flaws last year. The Linux kernel keeps leaking privilege-escalation bugs. Here's the honest read on what matters and the unglamorous routine that handles it.
AI coding assistants, one year in
A studio that ships code every day takes an honest accounting of what AI coding tools changed, what they didn't, and what it means if you're paying for them, or paying a shop that uses them.
Where AI development sits in 2026
An honest read on where AI development is in 2026: what's actually in production, what's still vaporware, and what it means for the kind of businesses we build software for.
What it actually costs to run AI on your own hardware
A plain-English breakdown of the hardware, GPU, memory, and cloud costs involved in running AI inference, for operators who want a number, not a whitepaper.
The actual break-even point for running LLMs yourself
Cloud APIs are cheap at small volume and expensive at large volume. Here's the rough math on where self-hosting starts to pay off, what it actually costs, and the common mistakes.
When local AI deployment is the right answer
There are specific situations where sending data to a cloud AI provider isn't viable. Here's when local deployment is worth the extra work and when it isn't.
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