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s_621c0e0a
2023-03-30
953
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** оператор редактирует письмо-заявку на стипендию программы 500 Startups. Текст презентует его как PhD в криптографии, data scientist и CTO с опытом менторинга. Обсуждается баланс между технической экспертизой и поддержкой разнообразных основателей стартапов. # CTO Scholarship Candidate. > ChatGPT · 2023...
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "unknown", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_re...
s_d251835b
2023-04-09
1,445
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** 'Черновик рекомендательного письма от арендодателя Алексея Василенко для арендатора [ИМЯ] [ФАМИЛИЯ]. Письмо подтверждает своевременные платежи ($15,000/месяц), ответственное содержание имущества и улучшения: покраска, установка шкафов, хранилище овощей, посадка фруктовых деревьев.' # Letter Requested. ...
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "unknown", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_re...
s_611faa61
2023-04-17
1,576
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** Диалог содержит запрос к ChatGPT на составление вежливого письма руководителю с просьбой о повышении зарплаты в связи с растущей стоимостью жизни и увеличением ответственности. ChatGPT предоставил шаблон делового письма на английском языке. # Salary Increase Request. > ChatGPT · 2023-04-17 · `text-davi...
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "hold", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_remov...
s_c906dc4b
2023-04-19
1,506
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** Чат про DAO — децентрализованные автономные организации. Обсуждение того, как DAO работают, роль венчурных капиталистов и профессоров в управлении, применение в криптопроектах и примеры с Stanford Research Lab. Также затронуты вопросы про венчурное финансирование и Satoshi Nakamoto. # DAOs: Decentralize...
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "unknown", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_re...
s_61cdcb32
2023-04-23
4,113
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** 'Случайный набор вопросов и ответов ChatGPT: историческая справка о Силиконовой долине, грамматические вопросы на английском, информация о последствиях насилия в семье, безопасность аэрогриля, питание в кафе, лецитин как пищевая добавка, советы по обучению ребёнка езде на велосипеде, письмо агенту по нед...
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "hold", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_remov...
s_79bddbc0
2023-04-24
308
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** 'Обзор вариантов размещения в национальном парке Йосемити для семей с детьми: отели, домики, кемпинги с указанием удобств (бассейны, игровые площадки, прокат велосипедов). Рекомендация забронировать заранее, особенно в высокий сезон.' # Best Yosemite lodging for kids. > ChatGPT · 2023-04-24 · `text-dav...
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "unknown", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_re...
s_5607ffe1
2023-04-25
364
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** Обсуждение самого высокого водопада в Йосемити (Yosemite Falls, 2425 футов) и лучших локаций для фотографирования Golden Gate Bridge в Сан-Франциско. ChatGPT предоставил информацию о структуре водопада и рекомендации по пяти популярным фотоспотам с мостом. # Yosemite's biggest waterfall. > ChatGPT · 20...
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "unknown", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_re...
s_7966c39f
2023-04-25
197
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** 'Краткий обзор самых красивых локаций национального парка Йосемити в Калифорнии: Долина Йосемити с её скалами и водопадами, древний лес гигантских секвой, озеро Миррор Лейк, гора Лайл для пешеходов и смотровая Туннель Поинт с видом на Эль Капитан.' # Top 5 Yosemite Places > ChatGPT · 2023-04-25 · `text...
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "unknown", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_re...
s_9b47509c
2023-04-25
502
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** 'Разрозненный чат с несколькими не связанными вопросами: норма потребления травы лошадью (1,5-2% от веса в день), нормы веса мальчика в 4 месяца (5,5-7,5 кг), поиск информации о криминальных записях и распродажах одежды в Пало-Альто. Основной контент о питании животных и развитии младенцев.' # Лошади и ...
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "unknown", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_re...
s_ad570651
2023-04-25
2,427
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** Обсуждение типов страховок в Лиссабоне (здоровье, авто, недвижимость), крупнейших страховых компаний (Médis, Allianz, Generali, Liberty Seguros), процесса получения справки о несудимости для граждан Польши, желающих получить резидентство в Португалии. # Obtaining Criminal Record > ChatGPT · 2023-04-25 ...
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "unknown", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_re...
s_ce2d00ca
2023-04-26
806
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** 'Обзор популярных онлайн-платформ для продажи автомобилей в Bay Area: Craigslist, Facebook Marketplace, Autotrader, Cars.com, CarGurus, OfferUp. Сравнение вариантов с бесплатными и платными листингами.' # Sell Car SF Sites > ChatGPT · 2023-04-26 · `text-davinci-002-render-sha` · 8 сообщений ## Диалог ...
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "unknown", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_re...
s_d473ac40
2023-04-26
1,328
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** Диалоговая практика английского языка в ситуации заказа в кафе. Разбор грамматических конструкций, особенно present perfect (have had), примеры полезных фраз для общения с официантом и заказа еды. # Learn English Together. > ChatGPT · 2023-04-26 · `text-davinci-002-render-sha` · 38 сообщений ## Диалог...
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "unknown", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_re...
s_193e96d9
2023-04-27
470
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** 'Обзор компаний, специализирующихся на помощи с визами и резидентством в Португалии для граждан ЕС и не-ЕС. Рекомендации: Caiado Guerreiro, Deloitte Portugal, EuroFinesco, Portugal Visa Services, Ei! Migration, Global Citizen Solutions.' # Portugal Visa Assistance. > ChatGPT · 2023-04-27 · `text-davinc...
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "unknown", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_re...
s_8a18c8ae
2023-04-28
786
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** Пользователь запрашивает составление вежливого письма в школу об отсутствии сына с 28 апреля по 3 мая, а также написание негативного отзыва о врача-гинеколога, которая провела индукцию родов без достаточных оснований три года назад, вызвав психологическую травму. # School Absence Request. > ChatGPT · 2...
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "unknown", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_re...
s_e76ef33d
2023-04-29
369
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** Обсуждение возможности приобретения недвижимости в Португалии за криптовалюту. Приведены примеры риэлторских компаний (ReLux Homes, Ideal Homes Portugal, Property Lisbon, Algarve Property Agency), которые принимают Bitcoin, Ethereum и Litecoin. Подчеркнута важность налоговых и правовых аспектов. # Crypt...
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "unknown", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_re...
s_46b7f057
2023-04-30
553
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** Сессия перевода нескольких фраз и официального письма агенту по недвижимости о расторжении аренды из-за необходимости эвакуации пожилых родственников из Украины. Включает проверку грамматики и корректировку фраз. # Elderly Relatives In Danger. > ChatGPT · 2023-04-30 · `text-davinci-002-render-sha` · 10...
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "unknown", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_re...
s_285ad7a6
2023-05-02
318
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** 'Справка по туристическим достопримечательностям Сакраменто: капитолий, исторический район, музеи, зоопарк, парки и велодорожки. Подходит для семейного отдыха и осмотра исторических мест.' # New chat > ChatGPT · 2023-05-02 · `text-davinci-002-render-sha` · 2 сообщений ## Диалог **dev:** Best place t...
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "unknown", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_re...
s_c416b2a3
2023-05-03
1,295
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** 'Сборка отзывов о путешествиях: положительный опыт проживания в современном и хорошо оборудованном доме через Airbnb с внимательными хозяевами, а также рекомендации развлечений в Vallejo для [ВОЗРАСТ] ребенка (парки развлечений, исторические места, фермерские рынки).' # Airbnb Stay: Modern and Equipped....
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "unknown", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_re...
s_2eb117b1
2023-05-04
128
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** Краткий обмен информацией о высоте водопада Yosemite Falls (739 метров) в Национальном парке Йосемити, Калифория. Чат содержит отвлечённый вопрос о Royal Albert flatware. # Высота водопада Yosemite > ChatGPT · 2023-05-04 · `text-davinci-002-render-sha` · 4 сообщений ## Диалог **dev:** Высота водопад...
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "unknown", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_re...
s_cdbdb90c
2023-05-04
320
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** Обсуждение перевода английской фразы 'I was wondering' на русский язык. ChatGPT объяснил варианты перевода ('Меня интересовало', 'Я задавался вопросом') с примерами предложений и уточнил значение слова 'когда' в русском языке. # Title: User Requested Assistance > ChatGPT · 2023-05-04 · `text-davinci-00...
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "unknown", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_re...
s_d75a9193
2023-05-07
106
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** 'Быстрый перевод двух фраз: ''No time to assemble!'' и ''не нужно тратить время чтобы собрать эту мебель''. ChatGPT предложил варианты переводов в обе стороны.' # Quick Model Assembly. > ChatGPT · 2023-05-07 · `text-davinci-002-render-sha` · 4 сообщений ## Диалог **dev:** no time to assemble! Перево...
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "unknown", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_re...
s_95aa3928
2023-05-08
156
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** Проверка и улучшение грамматики в объявлении о продаже детской стиральной машины. ChatGPT исправил конструкцию 'have 1 more' на 'we have one more' и уточнил артикли и предлоги для соответствия нормам английского языка. # Voltage-Problem Baby Clothes > ChatGPT · 2023-05-08 · `text-davinci-002-render-sha...
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "unknown", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_re...
s_b3c0853b
2023-05-08
61
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** Простой перевод русской фразы «Легко разобрать и перевезти в машине» на английский язык. ChatGPT предложил вариант «Easy to disassemble and transport by car.» # Сборка и перевозка. > ChatGPT · 2023-05-08 · `text-davinci-002-render-sha` · 2 сообщений ## Диалог **dev:** Translate to English: Легко ра...
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "unknown", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_re...
s_ce75019d
2023-05-08
395
null
[]
[ "text-davinci-002-render-sha" ]
[]
> **Резюме:** 'ChatGPT написал положительный отзыв об аренде дома в Сакраменто. Основные плюсы: идеальная чистота, современное оборудование на кухне, удобное расположение рядом с магазинами и ресторанами. Пользователь запросил краткий вариант в 70 слов.' # Sacramento House Review > ChatGPT · 2023-05-08 · `text-davin...
chatgpt
conversation
vault-markdown-full/v1
unknown_turn_count
{"class": "unknown", "provenance": {"first_timestamp_field": "date_recorded", "freshness_timestamp_field": "date_added", "freshness_precision": "day", "last_ts_semantics": "conservative_freshness_upper_bound", "actual_last_event_known": false, "source_format": "markdown", "text_truncated": false, "export_frontmatter_re...
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Agent Sessions: real conversations and research artifacts

Thousands of blog posts describe AI agents; very few open corpora show real working sessions where an agent builds, breaks and repairs things for months on someone's live infrastructure. This corpus combines mature Claude Code sessions with available ChatGPT and Codex conversation exports and archived research reports. These are records of actual work, not benchmark demonstrations. The agent is wrong a lot, and the record keeps that in. Use provider and artifact_type to distinguish conversations from research artifacts. Conversation records can include separately exported subagent streams. A record count is not a deduplicated count of top-level human sessions. New raw-log builds retain full textual tool inputs and results. Conversation exports preserve the text available in the export; tool artifacts already lost upstream cannot be reconstructed. Recognized opaque binary attachments require separate privacy review and remain withheld with an omission manifest. See build counters for missing, malformed, unsupported and duplicate sources and records inside the delay. No claim of complete semantic privacy review follows from the deterministic secret/PII scan.

The dataset uses a daily release pipeline. Pin a commit SHA to reproduce a revision. Daily vYYYY.MM.DD tags can point to an earlier release from that day when multiple revisions were published. Archived snapshots with a DOI: 10.5281/zenodo.23712140. Readable mirror: https://github.com/tonydzi/agent-sessions.

This revision (2026-11-07)

Numbers below are printed by the release script from the data it uploaded, not typed by hand.

  • 48 813 records, 509 024 270 words
  • date range: 2023-03-30 .. 2026-10-30
  • sources: live agent workspaces (1 machines, 15 359 files); copies pulled from other machines of the fleet (4 machines, 18 778 files); the knowledge-vault archive of transcripts kept since May 2026 (4 machines, 15 654 files); the same session found in several places is kept once (10 357 copies collapsed); sessions of other operators (1 535 files) are excluded until they opt in
  • records by provider: {"chatgpt": 3453, "claude": 35095, "codex": 8970, "deep_research": 1295}
  • most frequent tools: Bash, Read, ToolSearch, Write, PowerShell, Edit
  • held back by the secret/PII gate at upload: 0

Records by day

Newest first. Every record id of every day is listed in sessions_by_day.csv; the Dataset Viewer (parquet shards) can sort or filter by the date column to read one day.

day records words
2026-10-30 628 6 164 329
2026-10-29 2 090 22 199 101
2026-10-28 532 10 533 897
2026-10-27 431 8 219 165
2026-10-26 400 4 312 061
2026-10-25 370 3 423 359
2026-10-24 680 7 806 794
2026-10-23 837 21 457 293
2026-10-22 595 10 356 114
2026-10-21 493 4 213 182
2026-10-20 487 7 092 740
2026-10-19 662 8 289 460
2026-10-18 435 6 463 462
2026-10-17 306 1 413 984
2026-10-16 447 5 201 581
2026-10-15 464 4 807 557
2026-10-14 968 15 945 076
2026-10-13 426 6 878 221
2026-10-12 569 9 861 917
2026-10-11 462 4 893 815
2026-10-10 756 8 627 184
2026-10-09 931 11 808 541
2026-10-08 854 11 895 297
2026-10-07 602 7 732 329
2026-10-06 718 12 092 381
2026-10-05 430 4 351 021
2026-10-04 316 1 836 551
2026-10-03 565 3 630 725
2026-10-02 613 6 488 771
2026-10-01 785 8 719 613
2026-09-30 731 12 266 739
2026-09-29 436 1 932 619
2026-09-28 476 3 495 398
2026-09-27 365 1 772 089
2026-09-26 425 1 272 332
2026-09-25 495 4 157 416
2026-09-24 778 4 074 132
2026-09-23 696 4 440 937
2026-09-22 1 274 13 486 021
2026-09-21 677 9 980 266
2026-09-20 695 1 800 014
2026-09-19 926 948 708
2026-09-18 895 585 306
2026-09-17 391 6 469 660
2026-09-16 243 3 670 674
2026-09-15 509 15 284 423
2026-09-14 360 6 795 739
2026-09-13 183 1 262 667
2026-09-12 183 397 630
2026-09-11 254 3 919 615
2026-09-10 345 5 991 323
2026-09-09 241 2 435 755
2026-09-08 208 2 815 985
2026-09-07 161 3 485 314
2026-09-06 136 1 442 065
2026-09-05 206 4 319 439
2026-09-04 201 3 966 114
2026-09-03 160 2 473 739
2026-09-02 166 2 462 442
2026-09-01 175 2 667 069
2026-08-31 1 048 1 881 483
2026-08-30 167 2 850 950
2026-08-29 180 2 008 127
2026-08-28 143 1 826 272
2026-08-27 44 342 023
2026-08-26 98 956 015
2026-08-25 100 1 128 013
2026-08-24 127 1 600 761
2026-08-23 104 1 777 754
2026-08-22 155 1 491 303
2026-08-21 272 3 491 924
2026-08-20 140 498 304
2026-08-19 199 2 666 936
2026-08-18 165 2 358 089
2026-08-17 79 889 748
2026-08-16 42 394 627
2026-08-15 115 1 903 472
2026-08-14 346 3 071 961
2026-08-13 88 375 935
2026-08-12 204 1 311 840
2026-08-11 256 2 964 030
2026-08-10 148 2 228 841
2026-08-09 100 1 567 098
2026-08-08 81 598 542
2026-08-07 293 855 438
2026-08-06 528 5 314 399
2026-08-05 260 2 490 521
2026-08-04 356 3 537 831
2026-08-03 175 624 981
2026-08-02 317 2 025 057
2026-08-01 350 3 401 329
2026-07-31 268 811 599
2026-07-30 172 521 944
2026-07-29 251 2 797 946
2026-07-28 524 3 848 425
2026-07-27 1 030 5 647 879
2026-07-26 158 2 565 270
2026-07-25 168 3 637 551
2026-07-24 88 552 032
2026-07-23 81 691 940
2026-07-22 66 708 996
2026-07-21 114 1 363 985
2026-07-20 154 1 196 973
2026-07-19 70 502 241
2026-07-18 67 848 860
2026-07-17 161 2 188 995
2026-07-16 307 4 249 015
2026-07-15 93 1 126 008
2026-07-14 270 4 151 861
2026-07-13 17 30 495
2026-07-12 31 134 103
2026-07-11 120 1 429 900
2026-07-10 94 849 727
2026-07-09 52 171 770
2026-07-08 63 440 987
2026-07-07 160 2 668 890
2026-07-06 95 1 918 527
2026-07-05 202 1 747 728
2026-07-04 188 2 366 923
2026-07-03 136 1 414 144
2026-07-02 196 1 190 043
2026-07-01 134 1 759 336
2026-06-30 172 549 011
2026-06-29 166 1 703 180
2026-06-28 114 1 194 228
2026-06-27 191 3 269 122
2026-06-26 158 623 839
2026-06-25 72 357 693
2026-06-24 85 299 928
2026-06-23 231 472 210
2026-06-22 258 807 201
2026-06-21 166 440 623
2026-06-20 77 440 029
2026-06-19 25 393 121
2026-06-18 21 258 550
2026-06-17 27 70 227
2026-06-16 34 281 107
2026-06-15 32 261 714
2026-06-14 29 175 152
2026-06-13 22 369 944
2026-06-12 28 542 333
2026-06-11 12 91 734
2026-06-10 8 60 775
2026-06-09 10 42 328
2026-06-08 12 226 757
2026-06-07 7 108 713
2026-06-06 8 249 564
2026-06-05 2 2 472
2026-06-04 1 6 362
2026-06-03 1 350
2026-06-02 4 6 120
2026-06-01 2 2 930
2026-05-31 5 61 392
2026-05-30 3 2 766
2026-05-29 2 1 879
2026-05-28 5 14 889
2026-05-27 2 1 254
2026-05-26 1 4 923
2026-05-25 1 566
2026-05-24 2 1 044
2026-05-23 2 6 042
2026-05-22 2 1 548
2026-05-21 6 9 615
2026-05-20 7 29 827
2026-05-19 2 6 207
2026-05-18 5 12 791
2026-05-17 6 29 699
2026-05-16 3 18 917
2026-05-15 7 5 457
2026-05-14 5 24 245
2026-05-13 3 1 951
2026-05-12 4 8 808
2026-05-11 3 2 514
2026-05-10 1 464
2026-05-09 5 9 597
2026-05-08 2 1 093
2026-05-07 10 25 788
2026-05-06 3 6 761
2026-05-05 6 28 827
2026-05-04 3 6 030
2026-05-03 2 1 200
2026-05-02 5 4 908
2026-05-01 10 22 347
2026-04-30 5 5 963
2026-04-29 5 12 270
2026-04-28 12 40 503
2026-04-27 4 5 379
2026-04-26 9 5 736
2026-04-25 2 1 529
2026-04-24 6 5 763
2026-04-23 8 9 510
2026-04-22 4 1 098
2026-04-21 9 4 808
2026-04-20 3 4 954
2026-04-19 5 13 042
2026-04-18 4 14 750
2026-04-17 4 2 187
2026-04-16 3 5 652
2026-04-15 6 6 251
2026-04-13 3 3 619
2026-04-12 5 9 485
2026-04-11 4 15 834
2026-04-10 5 4 345
2026-04-08 4 22 676
2026-04-07 10 17 851
2026-04-06 6 14 384
2026-04-05 5 22 916
2026-04-04 6 2 130
2026-04-03 7 6 943
2026-04-02 8 16 565
2026-04-01 6 19 106
2026-03-31 6 13 868
2026-03-30 12 21 556
2026-03-29 10 12 968
2026-03-28 4 11 557
2026-03-27 6 29 716
2026-03-26 3 11 612
2026-03-25 13 28 925
2026-03-24 14 31 893
2026-03-23 9 14 703
2026-03-22 2 2 952
2026-03-21 9 11 902
2026-03-20 10 36 415
2026-03-19 15 61 852
2026-03-18 17 20 556
2026-03-17 7 22 432
2026-03-16 4 7 984
2026-03-15 3 3 774
2026-03-14 7 18 815
2026-03-13 4 9 277
2026-03-12 6 7 573
2026-03-11 5 14 494
2026-03-10 2 2 395
2026-03-09 12 58 339
2026-03-08 7 14 148
2026-03-07 9 52 191
2026-03-06 7 28 189
2026-03-05 12 28 480
2026-03-04 5 9 001
2026-03-03 11 36 891
2026-03-02 6 11 501
2026-03-01 5 3 792
2026-02-28 5 6 425
2026-02-27 14 80 617
2026-02-26 2 8 637
2026-02-25 1 874
2026-02-24 13 41 328
2026-02-23 7 10 576
2026-02-22 7 12 527
2026-02-21 5 6 095
2026-02-20 6 9 274
2026-02-19 4 5 427
2026-02-18 6 7 005
2026-02-17 6 7 913
2026-02-16 5 3 985
2026-02-15 8 29 678
2026-02-14 20 59 997
2026-02-13 6 6 421
2026-02-12 12 32 444
2026-02-11 15 32 412
2026-02-10 8 47 403
2026-02-09 11 34 235
2026-02-07 7 17 289
2026-02-06 9 30 381
2026-02-05 8 20 766
2026-02-04 8 20 464
2026-02-03 4 22 738
2026-02-02 13 54 468
2026-02-01 2 5 736
2026-01-31 3 2 879
2026-01-30 6 31 941
2026-01-29 13 37 487
2026-01-28 5 32 763
2026-01-27 22 133 680
2026-01-26 6 21 015
2026-01-25 8 36 926
2026-01-24 5 9 939
2026-01-23 2 4 957
2026-01-22 9 18 652
2026-01-21 10 52 824
2026-01-20 13 50 695
2026-01-19 9 18 617
2026-01-18 6 16 519
2026-01-17 3 8 172
2026-01-16 12 55 011
2026-01-15 11 44 615
2026-01-14 13 59 819
2026-01-13 6 24 227
2026-01-12 3 9 382
2026-01-11 3 3 243
2026-01-10 5 10 875
2026-01-09 5 44 708
2026-01-08 4 12 900
2026-01-07 8 32 915
2026-01-06 1 8 367
2026-01-05 5 23 578
2026-01-04 3 17 328
2026-01-03 35 78 410
2026-01-02 4 7 862
2026-01-01 14 76 782
2025-12-31 2 2 068
2025-12-30 7 14 805
2025-12-29 6 19 540
2025-12-28 5 5 798
2025-12-27 6 35 986
2025-12-26 1 4 881
2025-12-25 6 17 423
2025-12-24 10 32 602
2025-12-23 6 26 527
2025-12-22 6 23 481
2025-12-21 11 18 605
2025-12-20 6 8 815
2025-12-19 12 9 628
2025-12-18 2 11 598
2025-12-17 2 8 010
2025-12-16 1 12 889
2025-12-15 6 18 006
2025-12-14 3 3 313
2025-12-13 6 36 762
2025-12-12 12 84 179
2025-12-11 2 5 898
2025-12-10 9 27 314
2025-12-09 5 49 456
2025-12-08 8 84 468
2025-12-07 4 12 552
2025-12-06 4 7 336
2025-12-05 9 68 130
2025-12-04 7 17 234
2025-12-03 17 73 419
2025-12-02 8 26 557
2025-12-01 2 6 010
2025-11-30 7 20 117
2025-11-29 12 16 783
2025-11-28 4 8 371
2025-11-27 8 15 761
2025-11-26 5 12 338
2025-11-25 13 25 591
2025-11-24 3 9 183
2025-11-23 11 16 670
2025-11-22 2 622
2025-11-21 18 46 615
2025-11-20 12 18 757
2025-11-19 20 49 657
2025-11-18 6 17 730
2025-11-17 1 1 041
2025-11-16 8 37 295
2025-11-15 10 11 514
2025-11-14 12 14 644
2025-11-13 13 23 994
2025-11-12 5 27 246
2025-11-11 14 93 610
2025-11-10 13 59 959
2025-11-09 5 9 689
2025-11-08 9 86 054
2025-11-07 11 62 032
2025-11-06 14 71 503
2025-11-05 9 72 351
2025-11-04 12 23 653
2025-11-03 12 23 168
2025-11-02 13 64 949
2025-11-01 8 13 694
2025-10-31 10 17 225
2025-10-30 9 10 048
2025-10-29 7 41 834
2025-10-28 7 12 811
2025-10-27 9 18 747
2025-10-26 12 70 514
2025-10-25 7 10 399
2025-10-24 7 4 350
2025-10-23 11 68 377
2025-10-22 16 77 331
2025-10-21 4 6 122
2025-10-20 10 24 818
2025-10-19 6 5 907
2025-10-18 12 67 389
2025-10-17 8 6 304
2025-10-16 13 33 039
2025-10-15 7 8 405
2025-10-14 7 16 430
2025-10-13 17 46 481
2025-10-12 4 4 627
2025-10-11 10 17 546
2025-10-10 9 20 567
2025-10-09 6 16 675
2025-10-08 17 24 409
2025-10-07 7 56 312
2025-10-06 8 24 534
2025-10-05 8 8 406
2025-10-04 5 9 426
2025-10-03 6 25 536
2025-10-02 11 13 734
2025-10-01 10 16 243
2025-09-30 10 9 969
2025-09-29 8 14 685
2025-09-28 6 6 491
2025-09-27 11 15 110
2025-09-26 10 21 319
2025-09-25 6 9 993
2025-09-24 2 950
2025-09-23 5 5 574
2025-09-22 6 9 742
2025-09-21 5 7 224
2025-09-20 6 7 196
2025-09-19 3 3 644
2025-09-18 6 18 998
2025-09-17 6 9 679
2025-09-16 4 10 742
2025-09-15 3 9 160
2025-09-14 5 11 059
2025-09-13 4 3 972
2025-09-12 6 11 921
2025-09-10 4 7 065
2025-09-09 5 2 808
2025-09-08 2 5 841
2025-09-07 2 1 977
2025-09-06 5 4 527
2025-09-05 2 1 283
2025-09-04 4 3 575
2025-09-03 6 4 439
2025-09-02 3 2 170
2025-09-01 9 14 080
2025-08-31 7 10 147
2025-08-30 7 5 496
2025-08-29 8 26 102
2025-08-28 4 1 831
2025-08-27 3 8 343
2025-08-26 1 482
2025-08-25 3 991
2025-08-24 10 10 465
2025-08-23 3 2 064
2025-08-22 6 2 438
2025-08-21 7 6 057
2025-08-20 6 3 384
2025-08-19 5 5 552
2025-08-18 3 2 419
2025-08-17 10 17 719
2025-08-16 5 10 414
2025-08-15 8 8 623
2025-08-14 7 11 465
2025-08-13 6 9 695
2025-08-12 4 10 764
2025-08-11 4 3 425
2025-08-10 4 1 969
2025-08-09 2 2 202
2025-08-08 4 3 226
2025-08-07 6 4 499
2025-08-06 5 2 740
2025-08-05 6 5 064
2025-08-04 5 49 228
2025-08-03 8 19 162
2025-08-02 3 2 577
2025-08-01 5 1 527
2025-07-31 5 2 561
2025-07-30 2 4 280
2025-07-29 7 12 240
2025-07-28 3 5 680
2025-07-27 5 6 051
2025-07-26 2 11 073
2025-07-25 2 304
2025-07-24 5 4 448
2025-07-23 11 13 086
2025-07-22 2 554
2025-07-21 3 2 444
2025-07-20 7 6 473
2025-07-19 5 5 328
2025-07-17 1 2 441
2025-07-16 5 3 666
2025-07-15 2 945
2025-07-14 8 18 183
2025-07-13 2 616
2025-07-12 2 1 407
2025-07-11 3 1 488
2025-07-10 2 2 079
2025-07-09 2 1 462
2025-07-08 5 3 742
2025-07-07 5 1 192
2025-07-06 3 3 763
2025-07-05 4 3 017
2025-07-04 5 5 174
2025-07-03 3 6 104
2025-07-02 4 2 376
2025-07-01 8 7 324
2025-06-30 5 3 304
2025-06-29 5 3 778
2025-06-28 3 1 577
2025-06-27 5 5 440
2025-06-26 7 6 749
2025-06-25 5 4 713
2025-06-24 1 3 183
2025-06-23 4 1 838
2025-06-22 3 1 444
2025-06-21 3 1 887
2025-06-20 7 5 987
2025-06-19 1 414
2025-06-18 2 3 965
2025-06-17 4 2 289
2025-06-16 1 626
2025-06-15 3 5 521
2025-06-14 1 237
2025-06-13 4 2 238
2025-06-12 2 13 829
2025-06-11 6 9 524
2025-06-10 8 8 891
2025-06-09 3 2 065
2025-06-08 8 9 968
2025-06-07 6 9 305
2025-06-06 5 3 692
2025-06-05 6 5 279
2025-06-04 1 10 979
2025-06-03 3 3 766
2025-06-02 8 20 228
2025-06-01 6 9 547
2025-05-31 3 8 462
2025-05-30 7 9 840
2025-05-29 5 15 304
2025-05-28 5 14 465
2025-05-27 7 11 846
2025-05-26 6 20 772
2025-05-25 4 15 173
2025-05-24 4 14 227
2025-05-23 3 22 875
2025-05-22 5 34 291
2025-05-21 3 8 972
2025-05-20 5 11 654
2025-05-19 5 12 426
2025-05-18 5 11 783
2025-05-17 4 4 926
2025-05-16 3 4 083
2025-05-15 3 18 595
2025-05-14 11 17 487
2025-05-13 7 12 543
2025-05-12 4 17 290
2025-05-11 2 3 525
2025-05-10 4 15 460
2025-05-09 7 21 895
2025-05-08 7 5 049
2025-05-07 3 3 696
2025-05-06 8 10 640
2025-05-05 8 18 616
2025-05-04 10 33 422
2025-05-03 4 5 551
2025-05-02 3 4 408
2025-05-01 6 14 458
2025-04-30 2 632
2025-04-29 5 13 539
2025-04-28 4 2 829
2025-04-27 6 5 694
2025-04-26 3 17 860
2025-04-25 6 9 415
2025-04-24 7 13 578
2025-04-23 4 7 070
2025-04-22 6 8 875
2025-04-21 9 39 851
2025-04-20 4 5 372
2025-04-19 5 12 449
2025-04-18 6 8 967
2025-04-17 4 3 906
2025-04-16 4 13 084
2025-04-15 1 349
2025-04-14 11 9 498
2025-04-13 1 2 781
2025-04-12 3 6 082
2025-04-11 1 7 110
2025-04-04 1 323
2025-02-08 1 1 989
2024-05-03 1 1 035
2024-05-02 1 337
2024-04-24 1 1 285
2024-03-25 1 1 244
2024-03-23 1 2 515
2024-03-20 1 275
2024-03-19 3 674
2024-03-18 1 406
2024-03-15 1 1 103
2024-03-14 1 1 537
2024-03-12 1 1 288
2024-02-22 1 814
2023-12-17 1 427
2023-12-16 2 1 069
2023-12-12 1 376
2023-12-10 1 1 270
2023-12-09 1 2 182
2023-12-06 1 309
2023-12-02 1 432
2023-12-01 1 859
2023-11-30 2 1 478
2023-11-28 1 374
2023-11-25 1 478
2023-11-24 1 1 580
2023-11-22 2 1 222
2023-11-20 1 941
2023-11-16 1 288
2023-11-15 1 228
2023-11-14 2 1 276
2023-11-13 2 822
2023-11-12 1 186
2023-11-09 2 2 292
2023-11-08 1 299
2023-11-06 1 2 646
2023-11-05 1 762
2023-10-30 1 74
2023-10-29 1 1 970
2023-10-28 3 324
2023-10-17 1 70
2023-10-14 1 243
2023-09-26 1 156
2023-09-18 2 3 081
2023-09-17 1 135
2023-09-11 1 148
2023-09-06 1 1 794
2023-09-04 1 280
2023-09-02 1 927
2023-09-01 1 210
2023-08-26 1 1 941
2023-08-23 1 898
2023-08-18 1 1 403
2023-08-16 3 247
2023-08-15 4 1 901
2023-08-14 3 1 694
2023-08-12 1 658
2023-08-11 1 2 806
2023-08-10 7 4 382
2023-08-09 1 234
2023-08-08 1 2 868
2023-08-07 1 638
2023-08-06 2 1 573
2023-08-05 1 1 069
2023-08-04 3 4 266
2023-08-02 1 5 447
2023-08-01 3 795
2023-07-31 1 1 309
2023-07-30 1 361
2023-07-29 1 340
2023-07-28 2 1 566
2023-07-27 1 550
2023-07-26 1 410
2023-07-25 3 1 686
2023-07-24 3 1 773
2023-07-23 1 339
2023-07-22 1 1 658
2023-07-21 3 983
2023-07-19 3 1 252
2023-07-18 1 359
2023-07-17 2 1 554
2023-07-16 3 2 790
2023-07-15 3 2 548
2023-07-14 4 3 838
2023-07-13 7 2 025
2023-07-12 4 2 253
2023-07-11 2 806
2023-07-09 1 633
2023-07-07 1 198
2023-07-06 2 670
2023-07-05 1 880
2023-07-04 3 2 685
2023-07-03 2 2 238
2023-07-02 1 213
2023-07-01 2 618
2023-06-29 3 1 945
2023-06-27 1 546
2023-06-26 1 1 394
2023-06-25 1 466
2023-06-24 1 315
2023-06-23 2 2 304
2023-06-22 2 1 317
2023-06-21 1 1 633
2023-06-18 5 1 897
2023-06-16 2 754
2023-06-14 3 1 232
2023-06-13 1 1 307
2023-06-12 1 78
2023-06-11 1 735
2023-06-10 1 1 648
2023-06-09 2 3 962
2023-05-26 1 264
2023-05-22 1 297
2023-05-20 1 161
2023-05-19 1 313
2023-05-18 1 180
2023-05-17 1 193
2023-05-15 1 341
2023-05-14 1 272
2023-05-08 3 612
2023-05-07 1 106
2023-05-04 2 448
2023-05-03 1 1 295
2023-05-02 1 318
2023-04-30 1 553
2023-04-29 1 369
2023-04-28 1 786
2023-04-27 1 470
2023-04-26 2 2 134
2023-04-25 4 3 490
2023-04-24 1 308
2023-04-23 1 4 113
2023-04-19 1 1 506
2023-04-17 1 1 576
2023-04-09 1 1 445
2023-03-30 1 953

Selection

Mature available records pass source ownership, freshness, structure and privacy checks. Topic classes are descriptive and do not select rows. Known sensitive details are masked. Empty, malformed, undated, duplicate and young sources are accounted for in the build counters.

Builder counters for this release (dataset_meta.json): rejected before release: blurred 535, empty 757, render_freshness_unknown 1. A session enters only after a 7-day delay. Raw transcripts use their last recorded timestamp; exports without a reliable last-event time use a conservative export-snapshot bound. An archival filename date for a research report is labelled as an archive-date basis. File modification time is not used. Unknown source-event times remain explicitly unknown. For some archived Claude Markdown versions, current bytes match an existing mature Git snapshot. This bounds the age of that version, without asserting its actual last-event time. The last human message alone is not treated as the end of the conversation.

Files

file rows
data/2023-03-00.parquet 1
data/2023-04-00.parquet 15
data/2023-05-00.parquet 16
data/2023-06-00.parquet 28
data/2023-07-00.parquet 60
data/2023-08-00.parquet 35
data/2023-09-00.parquet 9
data/2023-10-00.parquet 7
data/2023-11-00.parquet 20
data/2023-12-00.parquet 9
data/2024-02-00.parquet 1
data/2024-03-00.parquet 10
data/2024-04-00.parquet 1
data/2024-05-00.parquet 2
data/2025-02-00.parquet 1
data/2025-04-00.parquet 93
data/2025-05-00.parquet 161
data/2025-06-00.parquet 126
data/2025-07-00.parquet 123
data/2025-08-00.parquet 165
data/2025-09-00.parquet 154
data/2025-10-00.parquet 280
data/2025-11-00.parquet 290
data/2025-12-00.parquet 191
data/2026-01-00.parquet 252
data/2026-02-00.parquet 212
data/2026-03-00.parquet 242
data/2026-04-00.parquet 158
data/2026-05-00.parquet 123
data/2026-06-00.parquet 1 975
data/2026-07-00.parquet 3 665
data/2026-07-01.parquet 1 865
data/2026-08-00.parquet 4 322
data/2026-08-01.parquet 2 358
data/2026-09-00.parquet 2 703
data/2026-09-01.parquet 4 334
data/2026-09-02.parquet 4 672
data/2026-09-03.parquet 1 282
data/2026-10-00.parquet 3 438
data/2026-10-01.parquet 2 855
data/2026-10-02.parquet 2 475
data/2026-10-03.parquet 3 079
data/2026-10-04.parquet 1 915
data/2026-10-05.parquet 2 656
data/2026-10-06.parquet 2 434
  • data/*.parquet: zstd shards, one or more per month (YYYY-MM-NN). This is what load_dataset("TonyDzi/agent-sessions") and the Dataset Viewer read.
  • agent_sessions.jsonl: the same rows as one JSON-lines file, for grep and jq.
  • sessions_by_day.csv: date,session_id,words,turns, one line per record, newest day first; an unknown turn count is an empty CSV cell.
  • dataset_meta.json: exact build counters, rejection reasons, shard list.
  • agent_sessions.parquet at the repository root is a frozen snapshot from 30 Oct 2026, kept for old links; it is not part of the default config.
field type meaning
session_id string stable pseudonymous id, s_ + 8 hex; not the real session uuid
date string raw Claude: last timestamp date; exported records: recorded source date
words int32 word count of text
turns int32 or null counted human + assistant text turns; null when not reconstructed
provider string source provider, such as claude, chatgpt, codex or deep_research
artifact_type string conversation or research_report
renderer string renderer version used for the record
tools_used list[string] distinct tools the agent called
models list[string] model ids seen in the session
effort list[string] reasoning-effort settings seen
text string rendered session: turns, tool calls and their arguments
extra string JSON of any further builder fields, else null

Language: mostly Russian prose with English technical vocabulary, shell and code.

How it was rendered

Sources include raw harness .jsonl logs, available conversation exports and research archives. The renderer field identifies how each record was constructed. Current raw-log renderers retain visible messages, complete textual tool input and textual tool results. They omit internal reasoning and encrypted content, and replace opaque binary attachments with counted omission markers. Legacy exports may already lack some artifacts. Per-provider counters, per-record manifests and omission reasons describe the measured coverage; they do not establish that every external file linked in a conversation was retrieved or reviewed. Known and unknown counts are reported separately. Coverage below 90 percent is labelled blind for that measurement axis; this is an observability status, not an agent success score.

Masking (replacement, not deletion)

A reader needs the shape of a path or an identifier to follow the agent, so values are replaced with stable placeholders instead of vanishing.

  • Secrets (private keys, API/token shapes, password=/token= assignments, chat ids) are cut. A session with a secret that cannot be cut is not released: the gate is fail-closed and runs twice, once in the builder and once again in this upload script.
  • Paths and machines: home directories become C:\Users\dev, vault paths a neutral name, hosts HUB-01 / NODE-0X, including the harness's dash-encoded path form.
  • Session uuids and long numeric ids map to stable s_… / id_… tokens, so references between sessions resolve inside the corpus and nowhere else.
  • People (mask rule v2, 30 Oct 2026): a first name becomes a stable pseudonym, the same in every session, so recurring people stay recurring. No first letters survive: surnames become [ФАМИЛИЯ], e-mail [EMAIL], phone [ТЕЛЕФОН], street address / flat / postal code [АДРЕС], age [ВОЗРАСТ]. Public researchers cited in passing are masked too.
  • Quasi-identifiers (third-party employer, client, city, rare details) are not regex-shaped: an independent LLM reviewer flags them and the finding is re-masked ([ИМЯ] / [СКРЫТО]). The reviewer's notes quote what they found, so they are never published.

What is not hidden: the operator publishes this corpus under his own name on purpose. His projects, repositories, methods and conclusions are the subject of the dataset.

If you find something that should have been masked, open a discussion on this repository; the row is re-masked in the next daily revision.

License

CC BY 4.0. Attribute as: Anton D., Agent Sessions: real production transcripts of an LLM coding agent, Hugging Face, 2026, doi:10.5281/zenodo.23712140. Tool output quoted inside sessions keeps its upstream license.

Limitations

This is one operator's fleet history across the available providers, not a representative sample of all agent deployments. Masking can break sentence grammar. Sessions are rendered rather than raw. Binary media, explicit reasoning and unsupported structures are withheld or omitted; upstream exports can be incomplete. Regex gates and previously reviewed findings do not amount to a full semantic privacy review of every record. An agent's written claim alone does not prove an outcome.

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