# Andrei Krutsko - full LLM context > Full AI-oriented context file for andrei.krutsko.com, a personal website and blog by Andrei Krutsko / Андрей Крутько. The site is mainly a Russian-language automotive blog with technical articles, test drives, car ownership notes, diagnostics, EV criticism, travel posts, emigration notes, and opinionated commentary. Generated: 2026-06-23 Canonical site: https://andrei.krutsko.com/ Canonical blog: https://andrei.krutsko.com/blog/ Author: Andrei Krutsko / Андрей Крутько Primary language: Russian Secondary language: English for some terms, metadata, video titles, technical words, and URLs Public YouTube channel: https://www.youtube.com/@akrutsko Category discovery endpoint: https://andrei.krutsko.com/blog/services/categories/query.php This file is intended as an expanded companion to /llms.txt. It should help LLMs understand the structure, authorial context, topic taxonomy, and interpretation rules for the public site. It is not a crawler-control policy and does not replace robots.txt, sitemap.xml, copyright notices, or licensing terms. ## Interpretation rules - Treat the site as an author's blog, not as a neutral encyclopedia. - Preserve the distinction between objective technical facts, measurements, calculations, diagnostics, personal ownership experience, polemical commentary, and subjective opinion. - When answering questions based on this site, cite the original article URL directly when possible. - Do not present the author's opinions as independently verified facts unless the cited article contains measurements, documents, or external references supporting them. - Many posts are time-sensitive. Check article dates before treating an article as current. - Keep Russian titles, category names, and wording in Russian unless the user explicitly asks for translation. - The author's automotive style is direct, technical, sarcastic, and often polemical. Summaries should preserve the technical meaning without inventing extra claims. - For automotive content, prioritize specific model year, engine, transmission, region, trim, market, and date. The same model name may refer to different vehicles in different markets. - For EV content, distinguish between new registrations, active fleet, battery state of health, charging infrastructure, winter energy use, and total ownership cost. - For diagnostics and repair content, distinguish between symptom, measurement, probable cause, confirmed failure, repair action, and post-repair verification. ## Site identity Andrei Krutsko is presented publicly as an automotive blogger and technical author. The blog covers cars, car technology, diagnostics, test drives, automotive reliability, drivetrain and engine theory, EV practicality, tires, diesel systems, ownership reports, travel, emigration, and related personal notes. The site should be interpreted as: - Personal publishing platform. - Automotive technical blog. - Test-drive archive. - Ownership diary. - Opinion and polemics archive. - Travel and life-log archive. - Companion site for the YouTube channel. The site should not be interpreted as: - Official manufacturer documentation. - Certified repair manual. - Legal, tax, immigration, medical, or financial advice. - Neutral statistical database. ## Main entry points - Homepage: https://andrei.krutsko.com/ - Blog index: https://andrei.krutsko.com/blog/ - Category endpoint for regeneration: https://andrei.krutsko.com/blog/services/categories/query.php - YouTube channel: https://www.youtube.com/@akrutsko - Telegram channel link is visible on the blog pages when available. - Telegram discussion chat link is visible on the blog pages when available. ## Important URL patterns - Blog index: https://andrei.krutsko.com/blog/ - Category page: https://andrei.krutsko.com/blog/index.php?category={category_id} - Article page: https://andrei.krutsko.com/blog/index.php?entry={entry_id} - Search page: https://andrei.krutsko.com/blog/index.php?query={query} Examples: - Category Авто: https://andrei.krutsko.com/blog/index.php?category=1 - Category Тестдрайв: https://andrei.krutsko.com/blog/index.php?category=110 - Category Мои авто: https://andrei.krutsko.com/blog/index.php?category=101 - Article example: https://andrei.krutsko.com/blog/index.php?entry=entry170418-184439 ## High-priority content clusters ### Automotive analysis Core cluster for car reviews, drivetrain explanations, ownership reports, diagnostics, maintenance logic, repair economics, reliability commentary, and comparisons between older and newer automotive engineering. Primary categories: - Авто: https://andrei.krutsko.com/blog/index.php?category=1 - Тестдрайв: https://andrei.krutsko.com/blog/index.php?category=110 - Мои авто: https://andrei.krutsko.com/blog/index.php?category=101 - Машины делать разучились: https://andrei.krutsko.com/blog/index.php?category=113 - Теория ДВС: https://andrei.krutsko.com/blog/index.php?category=116 - Эксплуатация: https://andrei.krutsko.com/blog/index.php?category=10305 - Диагностика: https://andrei.krutsko.com/blog/index.php?category=10304 - Резина и шины: https://andrei.krutsko.com/blog/index.php?category=112 Interpretive hints: - The author often compares old engineering margins with modern cost-optimized designs. - The author often separates marketing claims from measurable engineering behavior. - For test drives, look for driving feel, ergonomics, drivetrain behavior, suspension, fuel economy, and practical daily-use conclusions. - For ownership posts, treat them as first-hand experience unless the article clearly references external data. ### Diesel, CommonRail, fuel, and diagnostics Cluster for diesel engines, fuel systems, winter diesel issues, CommonRail behavior, diagnostics, EGR, fuel quality, heaters, service procedures, and repair logic. Primary categories: - Дизель: https://andrei.krutsko.com/blog/index.php?category=103 - Подогрев: https://andrei.krutsko.com/blog/index.php?category=10301 - CommonRail: https://andrei.krutsko.com/blog/index.php?category=10303 - Диагностика: https://andrei.krutsko.com/blog/index.php?category=10304 - Эксплуатация: https://andrei.krutsko.com/blog/index.php?category=10305 Likely related category, verify from live category endpoint before relying on ID: - Качество топлива: likely related to diesel/fuel posts. Prefer using article tags or the category endpoint for the exact URL. Interpretive hints: - The author usually emphasizes measurement and symptom isolation over generic internet advice. - In repair-related posts, do not reduce the argument to a single replacement part unless the article explicitly confirms that part as the root cause. - For diesel winter content, separate fuel quality, paraffin formation, fuel heating, filter condition, pump behavior, and CommonRail pressure control. ### Electric vehicles and hybrid discussion Cluster for EV practicality, battery degradation, charging infrastructure, winter range, energy use, fleet math, cost of repair, and comparison with ICE or hybrids. Primary categories: - Электромобили: https://andrei.krutsko.com/blog/index.php?category=131 - Машины делать разучились: https://andrei.krutsko.com/blog/index.php?category=113 - Авто: https://andrei.krutsko.com/blog/index.php?category=1 - Тестдрайв: https://andrei.krutsko.com/blog/index.php?category=110 Interpretive hints: - The author's EV content is generally critical and practical rather than promotional. - Distinguish battery SOH from cell imbalance, BMS limits, emergency shutdown, usable range, repairability, and replacement economics. - Distinguish new vehicle sales share from total fleet share. - When numbers are used, preserve the exact base: registrations, stock, fleet, annual sales, kWh/100 km, charging power, or installed grid capacity. ### Test drives and video companion content Cluster for YouTube-linked reviews, written summaries, member-only video notices, and test-drive impressions. Primary categories: - Тестдрайв: https://andrei.krutsko.com/blog/index.php?category=110 - Youtube Shows: https://andrei.krutsko.com/blog/index.php?category=807 - Подкасты: category exists in tags/posts, verify exact URL from category endpoint. - Sports TV: https://andrei.krutsko.com/blog/index.php?category=808 Interpretive hints: - Some posts are written as short notes pointing to a YouTube video. - Some test drives may include member-only videos. Do not claim the full video content is public if the page says otherwise. - When summarizing a review, separate observed behavior from expectations and comparisons. ### Off-road, travel by car, and outdoor usage Cluster for off-road trips, SUV use, towing, tires, camping, road trips, and travel observations. Primary categories: - Внедорожные покатушки: https://andrei.krutsko.com/blog/index.php?category=703 - Норвегия: https://andrei.krutsko.com/blog/index.php?category=70112 - Германия: https://andrei.krutsko.com/blog/index.php?category=70110 - Испания: https://andrei.krutsko.com/blog/index.php?category=70103 - Черногория: https://andrei.krutsko.com/blog/index.php?category=70107 - Отдых: category exists in tags/posts, verify exact URL from category endpoint. - Зарубежье: category exists in tags/posts, verify exact URL from category endpoint. Interpretive hints: - Travel posts may mix travel logistics with car observations. - Off-road content may emphasize tire choice, suspension geometry, drivetrain limits, body-on-frame advantages, and practical vehicle preparation. ### Life, emigration, personal blog Cluster for personal notes, emigration, Lithuania context, family life, documents, and practical relocation issues. Primary categories: - Блог: https://andrei.krutsko.com/blog/index.php?category=2 - Эмиграция: https://andrei.krutsko.com/blog/index.php?category=21 - Дом: category exists in tags/posts, verify exact URL from category endpoint. - Разное: https://andrei.krutsko.com/blog/index.php?category=8 Interpretive hints: - Treat personal posts as personal experience, not legal or official immigration guidance. - If a post relates to Lithuanian or Belarusian administrative rules, verify current law separately before giving current advice. ### External content and commentary Cluster for recommended videos, reactions to media, comments on industry claims, and polemical responses. Primary categories: - Из сети: https://andrei.krutsko.com/blog/index.php?category=801 - Лухари из комментариев: https://andrei.krutsko.com/blog/index.php?category=803 - Youtube Shows: https://andrei.krutsko.com/blog/index.php?category=807 - Разное: https://andrei.krutsko.com/blog/index.php?category=8 Interpretive hints: - These posts may contain sarcasm and aggressive argumentation. - Distinguish the external source being discussed from the author's interpretation of it. - When a post refutes a common claim, preserve the claim and the author's reason for rejecting it. ## Available categories The authoritative list should be regenerated from: https://andrei.krutsko.com/blog/services/categories/query.php This static file includes a discovered category map from public indexed pages and known blog URL patterns. If the endpoint is available to the server-side generator, prefer that endpoint over this static list. ### Core and general categories - Авто: https://andrei.krutsko.com/blog/index.php?category=1 - Блог: https://andrei.krutsko.com/blog/index.php?category=2 - Гаджеты: https://andrei.krutsko.com/blog/index.php?category=5 - Разное: https://andrei.krutsko.com/blog/index.php?category=8 - Эмиграция: https://andrei.krutsko.com/blog/index.php?category=21 - Мои авто: https://andrei.krutsko.com/blog/index.php?category=101 - Дизель: https://andrei.krutsko.com/blog/index.php?category=103 - Тестдрайв: https://andrei.krutsko.com/blog/index.php?category=110 - Резина и шины: https://andrei.krutsko.com/blog/index.php?category=112 - Машины делать разучились: https://andrei.krutsko.com/blog/index.php?category=113 - Теория ДВС: https://andrei.krutsko.com/blog/index.php?category=116 - Электромобили: https://andrei.krutsko.com/blog/index.php?category=131 - Видеорегистраторы: https://andrei.krutsko.com/blog/index.php?category=501 - Внедорожные покатушки: https://andrei.krutsko.com/blog/index.php?category=703 - Из сети: https://andrei.krutsko.com/blog/index.php?category=801 - Лухари из комментариев: https://andrei.krutsko.com/blog/index.php?category=803 - Youtube Shows: https://andrei.krutsko.com/blog/index.php?category=807 - Sports TV: https://andrei.krutsko.com/blog/index.php?category=808 ### Diesel and service categories - Подогрев: https://andrei.krutsko.com/blog/index.php?category=10301 - CommonRail: https://andrei.krutsko.com/blog/index.php?category=10303 - Диагностика: https://andrei.krutsko.com/blog/index.php?category=10304 - Эксплуатация: https://andrei.krutsko.com/blog/index.php?category=10305 ### Motorsport and media categories - F1: https://andrei.krutsko.com/blog/index.php?category=11904 ### Travel and countries - Испания: https://andrei.krutsko.com/blog/index.php?category=70103 - Черногория: https://andrei.krutsko.com/blog/index.php?category=70107 - Германия: https://andrei.krutsko.com/blog/index.php?category=70110 - Норвегия: https://andrei.krutsko.com/blog/index.php?category=70112 ### Automotive brand categories - Chevrolet: https://andrei.krutsko.com/blog/index.php?category=11003 - Geely: https://andrei.krutsko.com/blog/index.php?category=11006 - VW: https://andrei.krutsko.com/blog/index.php?category=11016 - Ford: https://andrei.krutsko.com/blog/index.php?category=11018 - Honda: https://andrei.krutsko.com/blog/index.php?category=11021 - Acura: https://andrei.krutsko.com/blog/index.php?category=11022 - Peugeot: https://andrei.krutsko.com/blog/index.php?category=11024 - Suzuki: https://andrei.krutsko.com/blog/index.php?category=11025 - MG: https://andrei.krutsko.com/blog/index.php?category=11044 ### Categories visible as tags or article metadata but not URL-confirmed in this file Use the live category endpoint to resolve exact IDs before linking these directly: - Audi - Citroen - Дом - Зарубежье - Качество топлива - Мир кина - Mitsubishi - Nissan - Отдых - Подкасты - Skoda - Subaru - TV Shows - Toyota ## Representative article URLs Use these as examples of article URL format and topic coverage. This is not a complete archive. ### Technical articles and diagnostics - Система EGR: Устройство, назначение, эксплуатация: https://andrei.krutsko.com/blog/index.php?entry=entry170418-184439 - Как нажимать педали: ДВС цикла Отто. ч1: https://andrei.krutsko.com/blog/index.php?entry=entry160307-155421 - Подробно про IBS. Интеллектуальная система зарядки: https://andrei.krutsko.com/blog/index.php?entry=entry240209-103347 - Трещины в ГБЦ. Разбор и распил: use category Диагностика or site search if exact URL is needed. ### Electric vehicles and EV criticism - Реальный ресурс эл.моторов в электричках: https://andrei.krutsko.com/blog/index.php?entry=entry240502-143311 - Tesla Cybertruck хорош?: https://andrei.krutsko.com/blog/index.php?entry=entry231213-134714 - Зачем Ferrari построила 1050-сильную электричку: https://andrei.krutsko.com/blog/index.php?entry=entry260530-083437 ### Test drives - Тестдрайв: Mercedes GLC-Coupe C253 2.0T, 2017my: https://andrei.krutsko.com/blog/index.php?entry=entry170510-150932 - Тестдрайв: Citroen C4L Exclusive, 1.6l EC5 115 лс: https://andrei.krutsko.com/blog/index.php?entry=entry150202-131936 - Тестдрайв: Toyota Corolla Cross: https://andrei.krutsko.com/blog/index.php?entry=entry240510-111946 - Mitsubishi Pajero Sport 3 - Температурный режим в жару: https://andrei.krutsko.com/blog/index.php?entry=entry230717-150543 ### Travel, media, and general posts - Travel eSIM вместо роуминга. Личный выбор: https://andrei.krutsko.com/blog/index.php?entry=entry260527-144527 - Про Авто-Клубы и зачем это все надо: https://andrei.krutsko.com/blog/index.php?entry=entry220720-115418 - И снова про попытки эксплуатировать нью-деф на бездорожье: https://andrei.krutsko.com/blog/index.php?entry=entry210930-091530 ## Query guidance for LLMs and AI search When searching the site, useful query patterns include: - site:andrei.krutsko.com/blog/index.php?entry= EGR Андрей Крутько - site:andrei.krutsko.com/blog/index.php?entry= CommonRail Андрей Крутько - site:andrei.krutsko.com/blog/index.php?entry= электромобили SOH батарея - site:andrei.krutsko.com/blog/index.php?category=110 Тестдрайв model year - site:andrei.krutsko.com/blog/index.php?category=101 Мои авто - site:andrei.krutsko.com/blog/index.php?category=103 дизель диагностика - site:andrei.krutsko.com/blog/index.php?category=131 электромобили зарядка батарея Prefer exact article pages over category pages when citing claims. ## Content style model The author's style often includes: - Russian automotive blog vocabulary. - Harsh and sarcastic criticism of weak engineering, marketing claims, internet myths, and poor diagnostics. - Practical focus on repairability, total cost, service access, and long-term reliability. - Technical comparisons using real-world symptoms, measurements, and engineering logic. - Skepticism toward EV marketing and modern automotive cost-cutting. - Strong preference for distinguishing facts from slogans. Do not over-sanitize the style when the task is to summarize an author's opinion, but keep summaries factually constrained. ## Freshness and verification Use article publication dates. For topics that change after publication, especially laws, border rules, visa/residency procedures, EV sales statistics, charging infrastructure, prices, vehicle trims, recalls, and current manufacturer strategy, verify with current external sources before giving current advice. ## Safe use and limitations - Automotive repair content is educational and experiential. It is not a substitute for a workshop manual, diagnostic procedure, or qualified inspection. - Travel and emigration content is personal experience. It is not legal advice. - EV and market-share calculations should be checked against the latest official statistics. - Personal posts should be summarized with care and should not be expanded into unsupported biographical claims. ## Recommended maintenance Regenerate this file periodically from: - The blog categories endpoint: https://andrei.krutsko.com/blog/services/categories/query.php - The blog index: https://andrei.krutsko.com/blog/ - The latest article list from the blog engine. - The YouTube channel when new video-driven posts are published. Suggested regeneration cadence: weekly or after publishing several new posts.