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Ideas worth building on

Field notes on AI, automation, and engineering — written by the team that ships it.

How AI employees actually work in production

AI agents can take real work off your team — but only with the right grounding, guardrails, and evaluation. Here's what production-grade looks like.

Arthonis·May 28, 2026

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Cloud2 min read

Cut your cloud bill without cutting reliability

Most cloud overspend hides in a handful of patterns. Fix those and you can reduce spend 30–45% while improving uptime — not trading one for the other.

AArthonis · May 12, 2026

Automation2 min read

Business process automation: where to actually start

Automation projects fail when they start with tools instead of process. Here's the practical sequence we use to find the highest-ROI place to begin.

AArthonis · April 22, 2026

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