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microsoft/ai-for-beginners

Star momentum, maintenance concentration, contributor health, and codebase change — one report built from public repository data.

Open on GitHub
Current stars
68,504
Activity since
2021
Latest activity
Sep 2026

Public star activity

Last 30 days
+40
Last 90 days
+115
Actions / day
22
Public star actions
stars from July 3, 2021 to September 15, 2026, peaking at 41,525.42k STARS5 YR 2 MO42kSEP 2026JUL 2021

41,525 stars on September 15, 2026.

stars by date
Datestars
July 3, 20211
March 31, 202245
April 5, 202269
April 13, 2022123
April 20, 2022152
April 25, 2022161
May 4, 2022176
May 12, 2022214
May 17, 2022221
May 25, 2022270
June 2, 2022559
June 6, 2022594
June 14, 2022702
June 21, 2022744
June 25, 2022769
July 3, 2022818
July 11, 2022878
July 14, 2022911
July 22, 2022973
July 30, 20221,021
August 3, 20221,030
August 10, 20221,317
August 18, 20222,246
August 22, 20222,304
August 30, 20222,415
September 6, 20222,481
September 10, 20222,518
September 18, 20222,585
September 26, 20222,624
September 29, 20222,639
October 8, 20222,671
October 16, 20222,704
October 20, 20222,718
October 27, 20222,746
November 4, 20222,771
November 8, 20222,784
November 16, 20222,813
November 23, 20222,832
November 27, 20222,844
December 6, 20222,875
December 14, 20222,905
December 17, 20222,923
December 25, 20222,965
January 2, 20232,993
January 6, 20233,021
January 13, 20233,095
January 21, 20234,279
January 25, 20234,405
February 2, 20234,747
February 9, 20234,846
February 13, 20234,924
February 21, 20234,996
March 1, 20235,071
March 4, 20235,090
March 12, 20235,156
March 20, 20235,205
March 24, 20235,233
March 31, 20235,282
April 8, 20235,381
April 12, 20235,442
April 20, 20235,513
April 27, 20235,560
May 5, 20235,650
May 9, 20235,687
May 17, 20235,752
May 24, 20235,900
May 28, 20235,954
June 5, 20236,159
June 13, 202310,870
June 16, 202311,833
June 24, 202312,559
July 2, 202314,168
July 6, 202314,527
July 13, 202315,163
July 21, 202315,444
July 25, 202315,570
August 2, 202315,910
August 9, 202316,102
August 13, 202316,187
August 21, 202316,346
August 29, 202316,489
September 2, 202316,559
September 9, 202316,665
September 17, 202316,821
September 21, 202316,866
September 29, 202316,944
October 6, 202317,019
October 10, 202317,084
October 18, 202317,191
October 25, 202317,347
October 29, 202317,394
November 6, 202317,590
November 14, 202319,768
November 18, 202320,057
November 25, 202320,672
December 3, 202322,923
December 7, 202323,456
December 15, 202324,088
December 22, 202324,487
December 26, 202324,760
January 3, 202425,089
January 11, 202425,334
January 14, 202425,393
January 22, 202425,575
January 30, 202425,729
February 3, 202425,898
February 10, 202426,063
February 18, 202426,181
February 22, 202426,252
March 1, 202426,484
March 8, 202428,118
March 12, 202428,347
March 20, 202428,659
March 28, 202428,966
March 31, 202429,135
April 8, 202429,427
April 16, 202429,594
April 20, 202429,657
April 27, 202429,782
May 5, 202430,046
May 9, 202430,184
May 17, 202430,423
May 24, 202430,620
May 28, 202430,731
June 5, 202430,910
June 13, 202431,095
June 16, 202431,152
June 24, 202431,284
July 2, 202431,463
July 6, 202431,589
July 13, 202431,972
July 21, 202432,137
July 25, 202432,216
August 2, 202432,321
August 9, 202432,409
August 13, 202432,471
August 21, 202432,631
August 29, 202432,718
September 1, 202432,758
September 9, 202432,856
September 17, 202432,973
September 21, 202433,036
September 28, 202433,145
October 6, 202433,241
October 10, 202433,313
October 18, 202433,448
October 25, 202433,553
October 29, 202433,614
November 6, 202433,709
November 14, 202433,808
November 18, 202433,843
November 25, 202433,912
December 3, 202433,988
December 7, 202434,050
December 14, 202434,125
December 22, 202434,206
December 26, 202434,291
January 3, 202534,408
January 10, 202534,548
January 14, 202534,593
January 22, 202534,719
January 30, 202534,851
February 3, 202534,898
February 10, 202534,997
February 18, 202535,120
February 22, 202535,195
March 2, 202535,315
March 9, 202535,464
March 13, 202535,525
March 21, 202535,639
March 29, 202535,770
April 1, 202535,826
April 9, 202535,959
April 17, 202536,121
April 21, 202536,193
April 28, 202536,301
May 6, 202536,426
May 10, 202536,493
May 18, 202536,617
May 25, 202536,751
June 2, 202536,824
June 6, 202536,876
June 14, 202536,948
June 21, 202537,006
June 25, 202537,043
July 3, 202537,240
July 11, 202537,403
July 14, 202537,463
July 22, 202537,613
July 30, 202537,726
August 3, 202537,829
August 10, 202537,930
August 18, 202538,032
August 22, 202538,068
August 30, 202538,165
September 6, 202538,239
September 10, 202538,284
September 18, 202538,436
September 26, 202539,690
September 29, 202539,832
October 7, 202539,981
October 20, 202540,048
October 24, 202540,074
October 31, 202540,135
November 8, 202540,209
November 12, 202540,238
November 20, 202540,305
November 27, 202540,346
December 1, 202540,375
December 9, 202540,416
December 17, 202540,515
December 20, 202540,545
December 28, 202540,613
January 5, 202640,685
January 9, 202640,712
January 16, 202640,755
January 24, 202640,801
January 28, 202640,832
February 5, 202640,871
February 12, 202640,904
February 16, 202640,922
February 24, 202640,954
March 4, 202641,063
March 7, 202641,077
March 15, 202641,125
March 24, 202641,156
March 29, 202641,164
April 5, 202641,186
April 13, 202641,215
April 18, 202641,233
April 27, 202641,292
May 4, 202641,315
May 8, 202641,324
May 16, 202641,371
May 27, 202641,389
June 4, 202641,399
June 16, 202641,410
June 30, 202641,430
July 4, 202641,485
September 15, 202641,525

The last 90 days run behind its lifetime average, which is ordinary for a mature project.

Observed activity milestones: 100 around Apr 20221k around Jul 202210k around Jun 2023

The commit history reads microsoft/ai-for-beginners a second time

methodology

Fix-labelled changes, file change frequency, ownership concentration and maintenance cadence, each computed from this repository's analyzed commit window. None of them is derived from stars, which is why they are allowed to disagree with the curve above.

Fix-labelled changes
Fix-labelled changes for microsoft/ai-for-beginners
File change frequency
File change frequency for microsoft/ai-for-beginners
Bus factor
Bus factor for microsoft/ai-for-beginners
Maintenance pulse
Maintenance pulse for microsoft/ai-for-beginners
Contributors
Contributors for microsoft/ai-for-beginners
Language activity
Language activity for microsoft/ai-for-beginners
Commit activity
Commit activity for microsoft/ai-for-beginners
Recent TODO/FIXME movement
Recent TODO/FIXME movement for microsoft/ai-for-beginners

Attention is not adoption.

Stars against usage

No published package was detected for this repository, so there is nothing to lay over star growth.

Earned badges

badge studio

Maintenance, ownership and star-momentum signals, computed from the same commit and star history and embeddable as static images.

Reading badge evidence for microsoft/ai-for-beginners.

Notes on microsoft/ai-for-beginners

How many stars does microsoft/ai-for-beginners have?
GitHub currently reports 68,504 stars for microsoft/ai-for-beginners. The chart itself is rebuilt from historical star data, which records star actions and not unstars, so it reads as an attention signal rather than a net star count.
What does recent star activity look like for ai-for-beginners?
gitdebt observed about 115 public star actions for microsoft/ai-for-beginners over the latest 90 days of archive coverage (about 40 in the latest 30). This is an approximate attention signal, not a net-star count, because unstars are not present. That's below its lifetime average activity pace, which is common for mature projects.
Is ai-for-beginners still active?
Public archive data shows about 40 star actions for microsoft/ai-for-beginners in the latest 30 days of coverage. For repository activity, use the commit heatmap, commit trend, and contributor charts on this page.
When was ai-for-beginners created?
microsoft/ai-for-beginners was created on March 3, 2021. The first public star activity observed for microsoft/ai-for-beginners is from Jul 2021.

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The block below publishes the chart with its source and coverage date stated beside it — the same three facts the title block above shows, as text a reader can check. The prompt underneath hands a coding agent the badges and repo-health charts as well.

README.md · microsoft/ai-for-beginners star history
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<sub>Star history source: Historical star data · Covers through September 15, 2026 · Still updating — <a href="https://gitdebt.com/microsoft/ai-for-beginners?ref=readme">gitdebt</a></sub>

Light and dark variants, alt text, and one provenance line. Provenance is text in your README, never baked into the image URL, so the chart stays cacheable.

Paste it into Claude Code, Cursor, Codex, or any coding agent with your checkout open. It carries the measured numbers, the exact snippets, and the rules — including replacing an existing star-history widget in place rather than stacking a second chart under it.