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Insights, updates, and engineering stories about AI, SaaS, security, and infrastructure.

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Latest posts

Analysis and engineering notes on AI, architecture, delivery, and search.

February 1, 2026

Generative Search Is Redefining E-Commerce

Deep strategic review of generative ecommerce search, AI shopping assistant, and product discovery for production teams

This article analyzes generative search is redefining e-commerce through architecture, delivery, and growth lenses. We connect generative ecommerce search, AI shopping assistant, and product discovery with measurable KPIs to show how teams can convert trend pressure into sustainable business outcomes.

Ihor K

CEO

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January 30, 2026

AI in Customer Support: Next-Gen Bots

Deep strategic review of AI customer support, LLM chatbot, and CRM automation for production teams

This article analyzes ai in customer support: next-gen bots through architecture, delivery, and growth lenses. We connect AI customer support, LLM chatbot, and CRM automation with measurable KPIs to show how teams can convert trend pressure into sustainable business outcomes.

Valeria O

CTO

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January 28, 2026

WebSockets and SSE Return to the Center

Deep strategic review of WebSockets, Server-Sent Events, and realtime architecture for production teams

This article analyzes websockets and sse return to the center through architecture, delivery, and growth lenses. We connect WebSockets, Server-Sent Events, and realtime architecture with measurable KPIs to show how teams can convert trend pressure into sustainable business outcomes.

Ihor K

CEO

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January 26, 2026

Microservices vs Modular Monoliths in 2026

Deep strategic review of microservices, modular monolith, and software architecture 2026 for production teams

This article analyzes microservices vs modular monoliths in 2026 through architecture, delivery, and growth lenses. We connect microservices, modular monolith, and software architecture 2026 with measurable KPIs to show how teams can convert trend pressure into sustainable business outcomes.

Maxim B

AI Specialist

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January 24, 2026

AIOps and Self-Healing Infrastructure

Deep strategic review of AIOps, incident detection, and self-healing infrastructure for production teams

This article analyzes aiops and self-healing infrastructure through architecture, delivery, and growth lenses. We connect AIOps, incident detection, and self-healing infrastructure with measurable KPIs to show how teams can convert trend pressure into sustainable business outcomes.

Ihor K

CEO

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January 22, 2026

Why Postgres + pgvector Is an Industry Standard

Deep strategic review of Postgres pgvector, vector database, and semantic retrieval for production teams

This article analyzes why postgres + pgvector is an industry standard through architecture, delivery, and growth lenses. We connect Postgres pgvector, vector database, and semantic retrieval with measurable KPIs to show how teams can convert trend pressure into sustainable business outcomes.

Ihor K

CEO

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