Public lot data
Some customers want to know exactly what they bought: when it was made and how it tested. This tool publishes your production records as a public lookup by lot or batch number. It fits a winery, a coffee roaster or a food maker that wants to share batch details with its customers.
Tools Python · Flask · Claude
Built for AngelFire Ammunition
A Kansas ammunition manufacturer in Saint Marys.
The problem
Every production lot was tested and recorded, but the records lived in an old database on one shop computer. Customers could not see any of it, and a customer reporting a problem had no way to say which lot they held.
What I did
I built a feed that cleans the records and publishes them as a public lot lookup and a ballistics chart that updates itself whenever new records arrive from the shop. The load recipe is kept out by design.
The result
Customers can look up the exact lot in their hands and see what was measured for it, so fewer need to call or email with questions about specifications. A cleaned copy of the published records now exists beyond the shop computer, and the same lookup makes lot-based issue reporting possible.
Try it Demo data
The public lot lookup, which is also the first step of an issue report, built from the live page's own markup, with invented lots. Enter a lot number, then confirm it with the code printed on the same box.
Interactive samples use invented data, including invented names and prices. Pictures of the samples show the same invented data. Prices in screenshots of shipped marketing are already public.