We write about the problems we encounter building production systems — the architecture decisions, the failure modes, and the trade-offs that only appear when real users interact with real systems.
We ran an AI evaluation on our own website and the results were uncomfortable. Claude said "worth a call — with caveats." GPT said "medium-high risk." Here's what we found, what we changed, and why AI readiness is now part of every website we build.
Read →Most fintech platforms start single-tenant. It works until the second lender asks how data isolation, auditability, and RBAC are enforced.
Read →In GCC markets, conversion is won inside the conversation. Businesses that treat WhatsApp as a full product surface outperform notification-only workflows.
Read →Most AI agent failures are predictable: context exhaustion, weak fallback, zero cost visibility, and broken tenant boundaries.
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