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Field notes from building fintech, ERP, AI and integration systems in production. No fluff — what actually holds up at scale.
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Fintech
Designing Payout Systems That Survive Scale and Audits
What separates a payout flow that works in a demo from one that moves real money across rails without losing a cent.
AI AgentsAI Agents in Production: Past the Demo, Into the Workflow
A chatbot is not an agent. Here is how we put document-processing and onboarding agents into real operational workflows with guardrails.
SAPReal-Time SAP Integration Without Breaking Your ERP
Connecting modern retail operations to SAP in real time is less about APIs and more about respecting the ERP's limits and consistency model.
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