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● INSIGHTS

Lessons from real projects, written down.

We build on real project decisions and troubleshooting across four pillars.

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Cutting EC2 GPU instance cost in practice (a g6e story)Cloud / AWS in practice · June 26, 2026
How we actually lowered the AWS GPU bill for inference and training workloads — instance choice, scheduling, spot, and the habit of turning things off.
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● CONTENT PILLARS

Four pillars.

Cloud / AWS in practice

Cost, configuration, troubleshooting — problem-solving records.

AX cases & methodology

For decision-makers asking “how do we adopt AI.”

Regulation & compliance

For platform and healthcare regulatory practitioners.

Engineering deep dives

GPU, browser automation, on-device — high-difficulty keywords.

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