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Engineering

We Should Let AI Agents Sleep

Agent systems need a sleep phase between sessions. Memory consolidation keeps context coherent, reduces hallucinations, and makes long workflows more reliable.

AI AI Agents+4

AI AI Agents GenAI+3

Vitaly Goncharenko

Founder at HoverBot

Feb 19, 2026

5 min read

Industry

How AI Chatbots Are Changing in 2026

AI chatbots in 2026 are reasoning, remembering, and acting. Here's what changed with GPT-5.2, Claude Opus 4.5, and Gemini 3 - and what it means for your product.

AI Industry+3

AI Industry Chatbots+2

HoverBot Team

AI Product Engineering Team

Jan 19, 2026

7 min read

Technical

Chat-to-Buy Flows for Complex Catalogs: A Technical Guide

How to build conversational commerce for products that need consultation, not search. Includes constraint matching, dynamic chip generation, compatibility engines, and the metrics that separate working implementations from demos.

Technical Ecommerce+4

Technical Ecommerce LLM+3

HoverBot Team

AI Product Engineering Team

Dec 1, 2025

24 min read

Technical

Routing Beats Bigger Models: A Production Architecture

GPT-4o costs 15x more than GPT-4o-mini. Claude Opus costs 30x more than Haiku. The question is not which model to use. The question is which model to use for each request. A smart router cuts cost 70% while improving quality.

Architecture Technical+3

Architecture Technical AI+2

HoverBot Team

AI Product Engineering Team

August 25, 2025

19 min read

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