Deep writing on voice agents, conversational AI, flux, and what it actually takes to deploy AI in real businesses across India, MENA & SEA.
Strip away the buzzword and vibe coding means one thing: compressing the boring, repetitive parts of development. Here's how developers are actually using it in real work — and where it breaks.
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Strip away the buzzword and vibe coding means one thing: compressing the boring, repetitive parts of development. Here's how developers are actually using it in real work — and where it breaks.
Bounce rate down from 73% to 31%. Session time up from 52s to 4:12. One FMCG brand, one Ray session.
An organic food brand added Nio to their product pages. Customers asked questions. Questions turned into purchases.
Users forgive bad answers. They don't forgive bad timing. Here's the engineering story behind Nio's 740ms average response — and why we obsess over this single number more than accuracy metrics.
The gap between "multilingual support" and actually sounding native in code-mixed Hindi is enormous. Here's what closes it — and what most vendors get wrong.
A poorly timed handoff destroys trust faster than a wrong answer. Here's the decision logic behind Nio's escalation system — and the edge cases that taught us humility.
Meta's policies are strict and most tutorials skip the part where your account gets flagged. Here's what actually works for Indian SMEs in 2026.
A lead from Surat behaves differently than one from Mumbai. The signals, friction points, and buying language are different. Here's how smart routing accounts for all of it.
We ship fast at Aivry using AI-assisted development. But every time we've skipped product thinking and just "vibed it", we've paid for it. Here's where the line actually is.
Security, quality, and compliance standards that growing businesses and enterprise teams can rely on.