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Quinoid Insights
Expert perspectives on software development, AI, product strategy, and building digital products that last.
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The NSA and cloud infrastructure providers like DigitalOcean have issued urgent warnings for two critical unauthenticated PHP RCE vulnerabilities (PHP2Shell, CVE-2026-109618 & CVE-2026-109619). Here is what you need to patch immediately.
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Legacy systems often contain the data and rules that AI projects need. This roadmap shows how to modernize them incrementally instead of replacing everything at once.

AI applications can become expensive when every request uses the largest model and the busiest infrastructure. These cloud cost controls help teams scale without losing financial visibility.

AI agents can access data and take actions across business systems. This checklist covers the permissions, data protection, monitoring, and human controls needed before deployment.

Many AI agent projects work in a demo but fail in production. This practical guide explains the architecture, controls, and operating model needed to create dependable business value.

AI Overviews are rewriting which content earns organic clicks in India — here’s what’s losing traffic, what’s winning citations, and how to audit your blog against the shift.

From chest X-ray triage to CDSCO’s SaMD rules, here’s what’s actually working — and what’s blocking scale — in India’s hospital AI rollouts.