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Architecture, internal systems, and applied AI

Essays and practical guides for anyone who feels the operation creaking: spreadsheets at their limit, systems that don't talk to each other, and processes that don't scale.

Night warehouse where tiered conveyor lines carry crates, the topmost tier lit amber and congested against the ceiling while the lower tiers move freely in blue light, with a lone figure watching from the foreground

Bubble scaling limits: which ones actually bite

5 min read

Long night hall where two parallel production lines run side by side, one in cool blue and one in amber, with a lone figure standing between them at the far end where they converge

How long a migration off Bubble actually takes

5 min read

Migrating from Bubble to custom code: how to decide

7 min read

Aerial view of a building complex lit like a circuit board, with a stream of orange light running through the structure at dusk
systems architecture

Internal systems architecture: 8 steps against bottlenecks

Eight steps to design internal systems architecture and avoid bottlenecks, from the real business pain through data integration to a plan that survives growth.

7 min read

Suspended balance scale in a night hall, one pan holding an illuminated modular structure and the other a tall stack of glowing dials that tips it down and pours light onto the floor, with figures in silhouette nearby

What a Bubble rebuild costs, and what drives it

6 min read

Archive vault at night where rows of glowing record modules are wheeled out on carts through a tall doorway, while the overhead machinery that operated them stays bolted to the ceiling, dark and powered down

Migrating off Bubble: what transfers and what you rebuild

6 min read

When to replace spreadsheets with custom software

6 min read

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