The game was developed by Carol Shaw when she worked at Atari. Shaw was one of the earliest female programmers, and as such, Video Checkers (together with 3D Tic-Tac-Toe) was one of the first commercially-released games written by a woman. She decided to work on the game because Bob Whitehead was working on Video Chess at the time. Working with 4 kilobytes of ROM and 128 bytes of RAM, her algorithm used alpha–beta pruning – more sophisticated than the algorithm developed at the same time by Activision co-founder Alan Miller for his game Checkers, which used 2 kilobytes of ROM. Miller would later call Shaw to offer her a job at Activision, impressed with her work on Video Checkers.
Writing in The Player's Strategy Guide to Atari VCS Home Video Games in 1982, Electronic Games editors Arnie Katz and Bill Kunkel called the game "moderately challenging", remarking that the AI, "is usually capable of matching the skill level of just about any player." In a June 1983 review of Video Checkers, the game was described as "rather limited in its interest" "unless you are an addict of the game". In the 1984 German book, Das grosse Handbuch der Video Spiele, Harmut Huff gave the game a middling score.
In the 2011 book Classic Home Video Games, 1972-1984 A Complete Reference Guide, Brett Weiss praised the AI, saying it did "a reasonably good job", but criticised the way the screen went blank whilst the AI was planning its turn. In 2018 book The A-Z of Atari 2600 Games: Volume 2, Kieren Hawken gave the game a negative review, criticising the "sluggish" controls, the slow speed at which the AI takes its turns, and the basic graphics, giving the game a score of 3/10 overall.
- Weiss, Bret (20 December 2011). Classic Home Video Games, 1972–1984 A Complete Reference Guide. McFarland, Incorporated, Publishers. p. 117. ISBN 9780786487554. Retrieved 28 February 2021.
- Lapetino, Tim (26 October 2016). Art of Atari (Deluxe). Dynamite Entertainment. p. 217. ISBN 9781524101060. Retrieved 27 February 2021.
- "Video Checkers". TV Gamer. June 1983. p. 38. Retrieved 28 February 2021.
- Crowhurst, Anna-Marie (24 July 2018). "This female gaming pioneer was so successful she retired at 35". Stylist. Archived from the original on 26 August 2019. Retrieved 28 February 2021.
- Shaw, Carol (12 October 2011). "VC&G Interview: Carol Shaw, Atari's First Female Video Game Developer" (Interview). Interviewed by Benj Edwards. Archived from the original on 8 January 2021.
- Guins, Raiford (2014). "Thinking Outside the (Game Cartridge) Box". Game After: A Cultural Study of Video Game Afterlife. MIT Press. p. 197. ISBN 978-0-262-01998-9. LCCN 2013017731. Retrieved 28 February 2021.
- Ahl, David H. (September 1980). "Random Ramblings". Creative Computing. p. 16. Retrieved 28 February 2021.
- Katz, Arnie; Kunkel, Bill (1982). The Player's Strategy Guide to Atari VCS Home Video Games. New York: Dell Publishing, Reese Publishing. p. 54. ISBN 0-440-17058-3.
- Huff, Harmut (1984). Das grosse Handbuch der Video Spiele (in German). Wilhelm Heyne Verlag. p. 77. ISBN 3453416201. Retrieved 28 February 2021.
- Hawken, Kieren (2017). The A-Z of Atari 2600 Games: Volume 2. Andrews UK Limited. ISBN 9781785387630. Retrieved 28 February 2021.
- "Atari 80 Classic Games in One". Gamepressure. Retrieved 28 February 2021.
- Falcone, John (17 July 2017). "Flashback 8 Gold is Atari fans' SNES Classic alternative". CNET. Archived from the original on 14 June 2020. Retrieved 28 February 2021.