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 rebuilt our own site so AI assistants and answer engines could read it properly. Three findings were counterintuitive, including one that had nothing to do with AI.
Read →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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