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Comment by ianm218

3 days ago

Have you been able to build anything substantial with AI factory itself? I have done some of these experiments myself on these sort of things and found they ended up often being less effective than using the latest tools in harnesses like claude code.

But curious if you've found it to be a big unlock. I have been doing some of this industrial engineering myself.

well work wise its usually for adjacent tooling. It unblocks other things, but like actual prod code, i'm always a little skeptical.

For example we had this problem where we had to take in customer inputs for requests and calculate out the projected downstream TPS. This is fairly complex since we run a query parser/orchestrator.

This is expensive to write myself or to have engi's do it, but the scaling algorithms are all there and we have excel sheets for spreading out overall costs.

so then all was needed was basically write out a big spec of the reqs - give it the docs/parser code/excel sheets, then just have it span out the pieces as a sequential checklist. 1. CI/OPS 2. docs 3. test infra 4. incremental build out in phases to chain it all together.