Независимый технический аудит

jtemporal.com

Итоговая оценка ИИ-оптимизации

Сводный результат по всем сигналам аудита.

Отлично

Проверка ИИ-оптимизации: 21.07.2026Публичные технические данные

Итоговая оценка ИИ-оптимизации

Насколько jtemporal.com оптимизирован для работы с ИИ

75/100

LLM Feed for jtemporal.com прошёл независимый технический аудит llmsmap. Итоговая оценка ИИ-оптимизации домена jtemporal.com составляет 75/100: результат объединяет доступность специальных файлов для ИИ, правила краулинга, карту сайта, структурированные данные главной страницы и, когда замер завершён, мобильный технический профиль Google Lighthouse.

Контекст итоговой оценки

Файл llms.txt доступен и содержит 12 582 токенов. Расширенный llms-full.txt не найден, поэтому подробный контекст агенту придётся собирать из обычных страниц. Отдельный ai.txt не обнаружен; это не обязательная часть предлагаемого формата llms.txt, но такой файл может явно описать политику обучения, цитирования и автоматического доступа.

robots.txt доступен. Из 11 отслеживаемых ИИ-ботов 11 не заблокированы. Объявлено карт сайта: 0. На главной найдена Schema.org-разметка типов WebSite; OpenGraph-тегов — 6, расчётная полнота публичной разметки — 80%.

Мобильный профиль Lighthouse дополняет аудит: производительность 85/100, доступность 93/100, технические практики 100/100, SEO 92/100 и экспериментальная готовность браузерных агентов 99/100. Эти данные входят в итоговую оценку ИИ-оптимизации с ограниченным весом: они дополняют, но не заменяют проверку llms.txt, robots.txt и машинной разметки.

Подтверждённые сильные стороны

llms.txt доступен
Schema.org: WebSite
Полная социальная разметка
Сильные agentic-сигналы Google

Приоритетные улучшения

1Добавить llms-full.txt с расширенным контекстом ключевых разделов.
2Объявить актуальный sitemap.xml в robots.txt.
3Сократить задержки мобильного рендера и занятость основного потока.

Токены llms.txt12 582

Токены llms-full.txt—

ai.txt

sitemap.xml

Технический профиль Google Lighthouse

Замер мобильной версии. Экспериментальная категория Google Agentic Browsing показана отдельно и не заменяет итоговую оценку ИИ-оптимизации от llmsmap.

Мобильная версия · Lighthouse

Производительность

Доступность

100

Технические практики

Техническое SEO

Работа браузерных агентов

Что означают результаты

Производительность мобильной версии — 85/100; самый крупный видимый блок появился за 3.4 s, а суммарная блокировка основного потока составила 160 ms. Показатель смещения макета — 0.061. Основной поток выполняет JavaScript, рассчитывает расположение элементов и рисует страницу: пока он занят, интерфейс хуже реагирует и на действия человека, и на команды браузерного агента.

Доступность получила 93/100, технические практики — 100/100, SEO — 92/100. Экспериментальная категория Agentic Browsing получила 99/100. Она отражает сигналы, которые Google сейчас проверяет для программных агентов, и не заменяет итоговую оценку ИИ-оптимизации от llmsmap.

Освободить основной поток и ускорить первый экран

Разделите длинные JavaScript-задачи, отложите необязательные скрипты и критические стили, уменьшите цепочки блокирующих запросов. Это ускорит появление основного контента и позволит интерфейсу раньше принимать действия.

Сократить код, который загружается без пользы

Удалите неиспользуемые CSS и JavaScript, загружайте тяжёлые виджеты по необходимости и ограничьте сторонние скрипты. Меньший объём кода снижает нагрузку на устройство и количество фоновой работы.

Оптимизировать изображения и порядок их загрузки

Отдавайте изображения в подходящем размере и современном формате, заранее приоритизируйте главный визуальный блок, а контент ниже первого экрана загружайте лениво.

Сократить сетевые задержки

Уменьшите время ответа сервера, лишние редиректы и повторные загрузки; настройте сжатие, кеширование и ранние соединения только с действительно важными источниками.

FCP2.7 s

Первый контент

LCP3.4 s

Главный блок

CLS0.061

Стабильность

TBT160 ms

Блокировка

SI2.8 s

Скорость экрана

Расшифровка показателей

FCP · Первый контент: Когда на экране появился первый текст или изображение.
LCP · Главный блок: Когда отрисовался самый крупный видимый элемент первого экрана.
CLS · Стабильность: Насколько сильно элементы неожиданно смещались при загрузке; меньше — лучше.
TBT · Блокировка: Сколько времени основной поток не мог быстро ответить на действие.
SI · Скорость экрана: Насколько быстро видимая область страницы заполнилась контентом.

21.07.2026Lighthouse 13.4.0Мобильный профиль

Проверки ИИ-оптимизации

Машиночитаемые файлы, правила краулинга, обнаружение страниц и разметка главной.

llms.txt

Файл найден и доступен

https://jtemporal.com/llms.txt

llms-full.txt

Полная версия не найдена

ai.txt

Файл ai.txt не найден

robots.txt

Файл найден

https://jtemporal.com/robots.txt

Sitemap в robots.txt

Sitemap не объявлен в robots.txt

Schema.org (JSON-LD)

Типы: WebSite

OpenGraph80%

Найдено OG-тегов: 6

Доступ ИИ-ботов

На основе анализа robots.txt

GPTBotНе упомянут

OAI-SearchBotНе упомянут

ChatGPT-UserНе упомянут

Google-ExtendedНе упомянут

ClaudeBotНе упомянут

Claude-SearchBotНе упомянут

Claude-UserНе упомянут

BytespiderНе упомянут

CCBotНе упомянут

PerplexityBotНе упомянут

Perplexity-UserНе упомянут

OpenGraph теги

Метаданные превью главной страницы для соцсетей и мессенджеров.

Полнота разметки: 80%

og:titleJessica Temporal

og:localeen

og:descriptionSr. Dev Advocate 🥑 • 🎙 Podcaster @pizzadedados • Creator of @gitfichas • GitHub ⭐️ • cross stitch & knitter • 🇧🇷 & 🇨🇦 • she/her • Opinions are my own.

og:urlhttps://jtemporal.com/

og:site_nameJessica Temporal

og:imagehttps://jtemporal.com/images/logo.webp

Schema.org разметка

Структурированные сущности и свойства, найденные на главной странице.

Найдено типов: 1 · Свойств: 5

WebSite

nameJessica Temporal

urlhttps://jtemporal.com/

descriptionSr. Dev Advocate 🥑 • 🎙 Podcaster @pizzadedados • Creator of @gitfichas • GitHub ⭐️ • cross stitch & knitter • 🇧🇷 & 🇨🇦 • she/her • Opinions are my own.

imagehttps://jtemporal.com/images/logo.webp

headlineJessica Temporal

# LLM Feed for jtemporal.com
_Generated: Mon, 07 Sep 2026 20:18:58 +0000_

## About jtemporal.com
jtemporal.com is the personal blog of Jessica Temporal, a developer advocate who shares technical content about data science, software development, and technology. Jessica is co-host and co-founder of Pizza de Dados (the first data science podcast in Brazil), author of git microbooks, and an active contributor to open-source projects. The blog features tutorials, insights, and experiences from her journey through data science, software development, and developer advocacy.

## Projects

- [GitFichas](https://gitfichas.com)
- [Pizza de Dados](https://pizzadedados.com)

## Books

Jessica has authored practical guides for developers learning git version control:

- [The Big Git Microbook](https://jtemporal.com/gitmicrobook/)
- [O Grande Microlivro de Git](https://jtemporal.com/microlivrodegit/)


## Uses

My [uses page is here](https://jtemporal.com/setup-us/)

## Socials

My socials accounts:

- [Twitter](https://twitter.com/jesstemporal)
- [LinkedIn](https://linkedin.com/in/jessicatemporal/)
- [Twitch](https://twitch.tv/jesstemporal/)
- [YouTube](https://www.youtube.com/@jesstemporal)
- [TikTok](https://www.tiktok.com/@jess.temporal)
- [Mastodon](https://mastodon.online/@jesstemporal)
- [Bluesky](https://bsky.app/profile/jesstemporal.com)
- [GitHub](https://github.com/jtemporal)
- [dev.to](https://dev.to/jesstemporal)
- [Discord](https://discord.gg/vaXEEXEswD)

## Talks

Talks I've given in the past. The links below take you to the Markdown source.

- [Device Flow: Login em Dispositivos com Restrição de Entrada](https://jtemporal.com/pyladiescon2024.md)
- [Keynote - Python Brasil 2024](https://jtemporal.com/pybr2024.md)
- [Device Authorization Flow 101 - Logging in From Input Constrained Devices](https://jtemporal.com/pyohio24.md)
- [Tutorial - Migrating a Web Application from Flask to FastAPI](https://jtemporal.com/flask-to-fastapi.md)
- [Let's Talk About JWT](https://jtemporal.com/pybay23.md)
- [Go with the flow](https://jtemporal.com/go-with-the-flow.md)
- [Let's talk about JWT](https://jtemporal.com/let-s-talk-about-jwt.md)
- [Vamos falar sobre JWT](https://jtemporal.com/vamos-falar-sobre-jwt.md)
- [Esquenta 2022 - Carreira: DevRel - Feministech 16.3](https://jtemporal.com/esquenta-2022-carreira-devrel-feministech-16.3.md)
- [Viajando Por o Uma API Segura com Flask](https://jtemporal.com/viajando-por-o-uma-api-segura-com-flask.md)
- [Tips for Writing Great Technical Content](https://jtemporal.com/tips-for-writing-great-technical-content.md)
- [Braincast 423](https://jtemporal.com/braincast-423.md)
- [Fechatag #40](https://jtemporal.com/fechatag-40.md)
- [Traveling Through a Secure API with Python and Auth0](https://jtemporal.com/traveling-through-a-secure-api-with-python-and-auth0.md)
- [[Live Stream] Como Montar tua Palestra para Python Brasil](https://jtemporal.com/live-stream-como-montar-tua-palestra-para-python-brasil.md)
- [RaphaCast: Second Season](https://jtemporal.com/podcast-raphacast-second-season.md)
- [Traveling through a secure API in Python](https://jtemporal.com/traveling-trough-a-secure-api-in-python.md)
- [Introdução aos Módulos de Análise de Dados](https://jtemporal.com/tutorial-introducao-aos-modulos-de-analise-de-dados.md)
- [My first AvocadoLabs live o/](https://jtemporal.com/my-first-avocadolabs-live-o.md)
- [Universo Python](https://jtemporal.com/universo-python.md)
- [Ciência de dados pela democracia](https://jtemporal.com/cdd-no-mundo-real-com-serenata-wids.md)
- [Ciência de dados no mundo real com Serenata de Amor](https://jtemporal.com/ciencia-de-dados-no-mundo-real-com-serenata-de-amor.md)
- [9º Seminário Catarinense de Transparência e Controle](https://jtemporal.com/serenata-seminario-transparencia.md)
- [II Workshop Tecnologia para Transparência](https://jtemporal.com/2-workshop-tech-para-transparencia.md)
- [Ciências de Dados com o Serenata de Amor: Pyladies SSA](https://jtemporal.com/pyladies-ssa.md)
- [Data Science for Business Weekend Maceió](https://jtemporal.com/dfbw.md)
- [Meetup - Mecanismos de prevenção e combate a corrupção](https://jtemporal.com/serenata-open-data.md)
- [Sprint Operação Serenata de Amor](https://jtemporal.com/sprint-serenata-floripa.md)
- [6º Redes e-Gov](https://jtemporal.com/6-redes-egov.md)
- [4º Pyladies Floripa](https://jtemporal.com/serenata-pyladies-floripa.md)
- [Workshop Mineração de Dados e Inteligência Artificial](https://jtemporal.com/workshop-ia-bauru.md)
- [Hackathon da Saúde](https://jtemporal.com/serenata-overview.md)
- [Cloud Girls Meetup](https://jtemporal.com/serenata-ds.md)
- [Big Data Meetup: Serenata de Amor](https://jtemporal.com/big-data-meetup.md)
- [Serenata de Amor: Machine Learning Meetup](https://jtemporal.com/serenata-ml-meetup.md)
- [We need to talk about R](https://jtemporal.com/we-need-to-talk-about-r.md)


## Videos

Short video transcripts. The links below take you to the Markdown source.

- [The most productive Saturday I've had all year thanks to Grok Bot](https://jtemporal.com/grok-bot-ai-squad-video.md)
- [The git undo cheat sheet: reset, revert, and reflog](https://jtemporal.com/git-undo-cheat-sheet-short.md)
- [What building My Yarn Stash taught me about working with AI](https://jtemporal.com/my-yarn-stash-ai-lessons-video.md)
- [git revert can undo any commit, not just the last one](https://jtemporal.com/git-revert-hash-short.md)
- [git reset --soft: undo a commit without losing your changes](https://jtemporal.com/git-reset-soft-short.md)
- [What HEAD~1 means in git](https://jtemporal.com/git-head-tilde-short.md)
- [Undo AI commits with git reset or git revert](https://jtemporal.com/git-undo-ai-commits-short.md)
- [git commit --amend: fix the last commit without a new one](https://jtemporal.com/git-commit-amend-short.md)
- [git reset --hard throws away your code. Use it carefully](https://jtemporal.com/git-reset-hard-short.md)
- [git reflog: recover work after a hard reset](https://jtemporal.com/git-reflog-short.md)
- [Undo anything in Git: reset vs revert, explained](https://jtemporal.com/undo-anything-in-git-reset-vs-revert.md)
- [Git reset or git revert: which one should you use?](https://jtemporal.com/git-reset-vs-revert-short.md)
- [Clean up your Git stash list with git stash drop](https://jtemporal.com/git-stash-drop-short.md)
- [Force a repo rebuild with an empty commit](https://jtemporal.com/git-empty-commit-short.md)
- [Your Git stashes live in a stack](https://jtemporal.com/git-stash-stack-short.md)
- [Fix a branch you made from the wrong place with git rebase --onto](https://jtemporal.com/git-rebase-onto-short.md)
- [git mv: rename files without the delete-and-add confusion](https://jtemporal.com/rename-git-mv-short.md)
- [git rebase: catch up with main on your branch](https://jtemporal.com/rebase-short.md)
- [git switch -c: create a branch and switch in one command](https://jtemporal.com/switch-short.md)
- [git merge conflicts: what to do when git yells at you](https://jtemporal.com/merge-conflict-short.md)
- [the .gitkeep trick: how to make git track empty folders](https://jtemporal.com/gitkeep-track-empty-folders-short.md)
- [git stash pop vs apply: which one should you use?](https://jtemporal.com/git-stash-pop-vs-apply-short.md)
- [agenticstack.sh: compare tools for building AI agents](https://jtemporal.com/agenticstack-compare-ai-agent-tools-short.md)
- [git stash: save your work without committing](https://jtemporal.com/git-stash-save-your-work-short.md)


## All posts

All of my posts on the blog jtemporal.com. The links below take you to the Markdown source.

- [I built my AI squad and I had my most productive Saturday ever](https://jtemporal.com/i-built-my-ai-squad-in-grok-bot.md)
- [Starting a project from zero with AI: begin with the AGENTS.md](https://jtemporal.com/starting-a-project-from-zero-with-ai.md)
- [How I removed the white background of my GIF blog signature using Python](https://jtemporal.com/remove-gif-signature-white-background-with-python.md)
- [Como removi o fundo branco da minha assinatura em GIF usando Python](https://jtemporal.com/como-remover-fundo-branco-da-assinatura-em-gif-usando-python.md)
- [Giving Netlify access to a new GitHub repo](https://jtemporal.com/giving-netlify-access-to-a-new-github-repo.md)
- [Dando ao Netlify acesso a um novo repositório no GitHub](https://jtemporal.com/dando-ao-netlify-acesso-a-um-novo-repositorio-no-github.md)
- [Undoing more than one commit at once with git revert](https://jtemporal.com/undoing-more-than-one-commit-at-once-with-git-revert.md)
- [Desfazendo mais de um commit de uma vez com git revert](https://jtemporal.com/desfazendo-mais-de-um-commit-de-uma-vez-com-git-revert.md)
- [Recuperando commits perdidos com git reflog](https://jtemporal.com/recuperando-commits-perdidos-com-git-reflog.md)
- [Recovering lost commits with git reflog](https://jtemporal.com/recovering-lost-commits-with-git-reflog.md)
- [Automatizando versionamento de CSS em staging com GitHub Actions](https://jtemporal.com/automatizando-versionamento-de-css-em-staging-com-github-actions.md)
- [Automating CSS versioning in staging through GitHub Actions](https://jtemporal.com/automating-css-versioning-and-staging-through-github-actions.md)
- [Desenvolvimento de software com IA: lições ao lançar My Yarn Stash](https://jtemporal.com/desenvolvimento-de-software-com-ia-licoes-ao-lancar-my-yarn-stash.md)
- [AI-powered software development flow: Lessons from shipping My Yarn Stash](https://jtemporal.com/ai-powered-development-workflow.md)
- [Field Notes: Hacktoberfest 2025, Week 5](https://jtemporal.com/hacktoberfest-2025-week-5.md)
- [Hacktoberfest 2025: Diário de Campo, Semana 5](https://jtemporal.com/hacktoberfest-2025-semana-5.md)
- [Field Notes: Hacktoberfest 2025, Week 4](https://jtemporal.com/hacktoberfest-2025-week-4.md)
- [Hacktoberfest 2025: Diário de Campo, Semana 4](https://jtemporal.com/hacktoberfest-2025-semana-4.md)
- [Field Notes: Hacktoberfest 2025, Week 3](https://jtemporal.com/hacktoberfest-2025-week-3.md)
- [Hacktoberfest 2025: Diário de Campo, Semana 3](https://jtemporal.com/hacktoberfest-2025-semana-3.md)
- [The writer and the bot](https://jtemporal.com/the-writer-and-the-bot-fairy-tale.md)
- [A escritora e o robô](https://jtemporal.com/conto-da-escritora-e-do-robo.md)
- [Contribute to GitFichas](https://jtemporal.com/contribute-to-gitfichas.md)
- [Contribua com o GitFichas](https://jtemporal.com/contribua-com-o-gitfichas.md)
- [Hacktoberfest 2025: Diário de Campo, Semana 2](https://jtemporal.com/hacktoberfest-2025-semana-2.md)
- [Field Notes: Hacktoberfest 2025, Week 2](https://jtemporal.com/hacktoberfest-2025-week-2.md)
- [Hacktoberfest 2025: Diário de Campo, Semana 1](https://jtemporal.com/hacktoberfest-2025-semana-1.md)
- [Field Notes: Hacktoberfest 2025, Week 1](https://jtemporal.com/hacktoberfest-2025-week-1.md)
- [Projetos Brasileiros para contribuir nesse #Hacktoberfest 2025](https://jtemporal.com/projetos-br-hacktoberfest-2025.md)
- [Quarto e último fim de semana de Preptember 2025: Planos mudam e tudo bem](https://jtemporal.com/quarto-e-ultimo-fds-de-preptember-2025.md)
- [Preptember 2025 week 4: Final week is here, plans change and that's fine](https://jtemporal.com/preptember-week-4-plans-change-brazilian-projects-list.md)
- [Terceiro fim de semana de Preptember 2025: Cores e IA no GitFichas](https://jtemporal.com/terceiro-fim-de-semana-preptember-2025.md)
- [Preptember 2025 week 3: Color schemes and Copilot improvements in GitFichas](https://jtemporal.com/preptember-week-3-gitfichas-color-schemes.md)
- [Segundo fim de semana de Preptember 2025: GitFichas trilingüe](https://jtemporal.com/segundo-fim-de-semana-2-preptember-2025.md)
- [Preptember 2025 week 2: GitFichas now supports multi-language](https://jtemporal.com/preptember-week-2-gitfichas-multi-language-support.md)
- [How to Configure the Auth0 MCP Server in VS Code for AI Assistant Integration](https://jtemporal.com/auth0-mcp-server-in-vscode-for-ai-assistant-integration.md)
- [Primeiro fim de semana de preptember 2025](https://jtemporal.com/primeiro-fim-de-semana-de-preptember-2025.md)
- [First weekend of preptember 2025](https://jtemporal.com/preptember-week-1-getting-ready-for-hacktoberfest-2025.md)
- [Configurando um servidor MCP Python local no VS Code](https://jtemporal.com/configurando-servidor-mcp-python-local-no-vscode.md)
- [Como criar um arquivo llms.txt no Jekyll e GitHub Pages](https://jtemporal.com/como-criar-um-arquivo-llms-txt-no-jekyll.md)
- [Configure a Local Python MCP Server in VS Code](https://jtemporal.com/configure-local-python-mcp-server-in-vscode.md)
- [How to create an llms.txt file in Jekyll and GitHub Pages](https://jtemporal.com/how-to-create-llms-txt-in-jekyll.md)
- [How to Build a Python MCP Server to Consult a Knowledge Base](https://jtemporal.com/how-to-build-a-python-mcp-server-to-consult-a-knowledge-base.md)
- [Model Context Protocol (MCP) Spec Updates from June 2025: One Small Step for a Spec, One Giant Leap for Security](https://jtemporal.com/mcp-specs-update-all-about-auth.md)
- [Creating a Travel Diary With Django](https://jtemporal.com/creating-a-travel-diaries-blog-with-django.md)
- [RAG and Access Control: Where Do You Start?](https://jtemporal.com/rag-and-access-control-where-do-you-start.md)
- [FastAPI Authentication by Example](https://jtemporal.com/fastapi-authentication-by-example.md)
- [Apple Intelligence Clean Up: removendo objetos de fotos no iPhone](https://jtemporal.com/testando-a-funcionalidade-de-clean-up-da-apple-intelligence.md)
- [Apple Intelligence Clean Up: removing objects from iPhone photos](https://jtemporal.com/testing-apple-intelligence-s-clean-up-tool.md)
- [Fazendo pull requests com GitHub Codespaces e contribuindo com um projeto open source](https://jtemporal.com/fazendo-pull-requests-com-github-codespaces.md)
- [Learn to make pull requests using GitHub Codespaces and contribute to open source](https://jtemporal.com/making-pull-requests-with-github-codespaces.md)
- [GitFichas agora é Open Source 🎉](https://jtemporal.com/gitfichas-agora-e-open-source.md)
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