Mayilon Tech
Insights & Research

Tech Insights from
Mayilon

Expert perspectives on AI, software engineering, cloud infrastructure, and the future of tech in the US market.

Designing Conversational UI for Modern Web Apps
UI/UX Design
April 2, 20266 min read

Designing Conversational UI for Modern Web Apps

Best practices for implementing voice and text-based AI assistants seamlessly into your product — with real examples from our HealthBridge project.

Securing Machine Learning Pipelines in Production
Cybersecurity
March 28, 202610 min read

Securing Machine Learning Pipelines in Production

How to protect your proprietary models and user data against adversarial attacks, model inversion, and data poisoning in real-world deployments.

Next.js 16 App Router — What Changed for Enterprise Teams
Development
March 10, 20267 min read

Next.js 16 App Router — What Changed for Enterprise Teams

A practical engineering breakdown of the latest Next.js changes and how they affect production architecture for data-heavy enterprise applications.

Why Your Business Needs a Vector Database in 2026
Data Engineering
February 22, 20265 min read

Why Your Business Needs a Vector Database in 2026

Pinecone, Weaviate, pgvector — a plain-English guide to choosing the right semantic search infrastructure for your AI product.

Cloud Cost Optimization: 10 Strategies for AI Workloads
Cloud & DevOps
February 5, 20269 min read

Cloud Cost Optimization: 10 Strategies for AI Workloads

Practical tactics to cut AWS & GCP bills by up to 40% — without sacrificing model performance or availability for your ML inference infrastructure.

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