Blog
Notes on building agent-driven CAD
Playbooks, product thinking, and industry stories from the Aikyora team.
Featured · Product
Why the script, not the file, should be your model
A feature tree records what someone clicked. A script records what they meant. That difference decides how expensive your next revision is.
Aikyora · Jul 10, 2026 · 6 min read
Aikyora
Product
Reverse Engineering
ReadRecovering CAD from paper drawings without redrawing them
Legacy spares usually exist as a print and nothing else. Here is how a scan becomes a parametric solid, and where the process goes wrong.
Aikyora · Jul 3, 2026 · 5 min read
Simulation
ReadDefeaturing before you mesh, and why solves fail without it
Small fillets and cosmetic holes are what make a simulation mesh impossible to build. Stripping them is a step, not an afterthought.
Aikyora · Jun 24, 2026 · 5 min read
Billing
ReadWhat a credit buys, and why it is pinned to provider cost
A credit is not an arbitrary token. It is tied to what the work actually costs to run, which is why the number is defensible.
Aikyora · Jun 17, 2026 · 4 min read
Platform
ReadLocal runners versus cloud runners: which one you actually want
The agent runs CAD tools on a machine. Whether that machine is yours or ours changes cost, throughput and where your geometry lives.
Aikyora · Jun 10, 2026 · 5 min read
Product Design
ReadGenerated meshes are not manufacturable, and that is fine
Generative 3D is useful for judging a direction and useless for making a part. The value is in the handoff between the two.
Aikyora · Jun 3, 2026 · 4 min read
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