Claude vs ChatGPT for developers: lessons from real ERP builds
Claude or ChatGPT? A working developer's comparison, including how we built X3 Retail ERP with parallel Claude Code agents that learn from their own mistakes.
Read articleJewellery
Generic inventory software has no idea what to do with grams, karats, wastage or karigars. We built Ophir, a jewellery ERP that tracks every gram from purchase to sale across branches, with sub-second stock reads.
Live walkthrough
Gold intakeGold received, with weight and purity recorded
1/6 stepsSimulated run showing how data moves through a system like the one we build for jewellery.

Claude or ChatGPT? A working developer's comparison, including how we built X3 Retail ERP with parallel Claude Code agents that learn from their own mistakes.
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Read articleYes. Ophir tracks weight and purity from intake through production to sale, per item and per branch.
Yes. Metal issued to a karigar, the return and the wastage are recorded per job, so losses are visible.
Yes. Ophir uses Redis caching for sub-second stock reads across branches.
Yes. Inventory, consignment and sales are tracked per branch with a combined view for the owner.
Yes. Ophir, our jewellery ERP, is built and supported from Pakistan and runs live across several branches. Every item carries its weight and karat from purchase, through the karigar, to a sale at the day's gold rate, so jewellers and sarafa traders work in grams or tola and karat instead of plain quantities.
Yes. Weights can be entered and shown in tola or grams, so the counter, the karigar and the accounts each use the unit they are used to, and the stock stays the same underneath.
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