{"id":846,"date":"2026-10-18T07:29:59","date_gmt":"2026-10-18T07:29:59","guid":{"rendered":"https:\/\/gammonrants.org\/?page_id=846"},"modified":"2026-10-19T09:15:32","modified_gmt":"2026-10-19T09:15:32","slug":"dark-b-g-helmet-my-own-backgammon-web-app","status":"publish","type":"page","link":"https:\/\/gammonrants.org\/index.php\/dark-b-g-helmet-my-own-backgammon-web-app\/","title":{"rendered":"AI built me a superhuman backgammon engine, free to use"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Okay, not really a review this time. But I want to tell you a bit more about my engine, and how to play against it.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"622\" src=\"https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-08.56.32-1024x622.png\" alt=\"\" class=\"wp-image-847\" srcset=\"https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-08.56.32-1024x622.png 1024w, https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-08.56.32-300x182.png 300w, https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-08.56.32-768x466.png 768w, https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-08.56.32-1536x933.png 1536w, https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-08.56.32-2048x1244.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">My engine in a web UI.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">It started with my &#8220;<a href=\"https:\/\/gammonrants.org\/index.php\/the-only-the-most-beautiful-the-ugliest-way-to-play-online-backgammon\/\">DailyGammon<\/a> blunder quiz app&#8221; called &#8220;Second Roll&#8221;. Having only little free time, I play all my matches on DailyGammon where you can make a few moves a day and still enjoy this game. Then I had the idea to learn from my mistakes. So I built an app purely for DailyGammon users. The app reads your past matches, analyses them with a state of the art backgammon engine, and presents your blunders to you as multiple choice quizzes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As the engine I was using Gnu Backgammon. Free, strong, but hard to program against. I was unhappy with its limitations &#8211; couldn&#8217;t get cube evaluations to work. And I want to quiz cube blunders. I am so bad (SO BAD) at the cube.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">So I went for the beautiful <a href=\"https:\/\/gammonrants.org\/index.php\/2026\/08\/02\/the-hedgehog-is-here\/\">HedgeHog<\/a> engine. Threw out Gnu, added HedgeHog (all, of course, vibe coded with the latest Claude AI). Was happier, but not very happy. The free client-based engine plays around PR 3 to 4, and you can&#8217;t get it to think deeper.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">And in these strange times of software development, all you need to do is to ask an AI to build a fast, strong backgammon engine, give it a bit of guidance here and there, train the neural network in its heart for days with millions of positions, and you have your own engine. Mine is called &#8220;Dark B. G. Helmet&#8221; (my alias in most backgammon sites is dark helmet), and it does well against Gnu, and is regularly evaluated by BGBlitz and XG2 as having a superhuman PR of below 1. Never a single blunder in hundreds of games.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Now I had an engine, and a quiz app with a board.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"622\" src=\"https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-08.45.13-1024x622.png\" alt=\"\" class=\"wp-image-848\" srcset=\"https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-08.45.13-1024x622.png 1024w, https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-08.45.13-300x182.png 300w, https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-08.45.13-768x466.png 768w, https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-08.45.13-1536x933.png 1536w, https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-08.45.13-2048x1244.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Making a move<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">It took Claude an hour or so, and I had a fully working app, with <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>An engine that plays at superhuman level, as strong as the best ones.<\/li>\n\n\n\n<li>Match play (only) &#8211; matches from 1 to 25 points.<\/li>\n\n\n\n<li>Playing strength from 1-ply to 4-ply thinking (locally my Mac can go to 6-ply, but not on my little server).<\/li>\n\n\n\n<li>Tutor tells you about problems.<\/li>\n\n\n\n<li>Review and analysis of every move with up to 4-ply search, incl. marking blunders (see update below)<\/li>\n\n\n\n<li>App rates your PR<\/li>\n\n\n\n<li>Match list incl. export as &#8220;.mat&#8221; files <\/li>\n\n\n\n<li>Graphical performance overview<\/li>\n\n\n\n<li>Light and dark mode<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"618\" src=\"https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-09.00.22-1024x618.png\" alt=\"\" class=\"wp-image-850\" srcset=\"https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-09.00.22-1024x618.png 1024w, https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-09.00.22-300x181.png 300w, https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-09.00.22-768x463.png 768w, https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-09.00.22-1536x927.png 1536w, https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-09.00.22-2048x1236.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Tutor shows you your blunders, here in dark mode.<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"456\" src=\"https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-09.19.41-1024x456.png\" alt=\"\" class=\"wp-image-851\" srcset=\"https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-09.19.41-1024x456.png 1024w, https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-09.19.41-300x133.png 300w, https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-09.19.41-768x342.png 768w, https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-09.19.41-1536x683.png 1536w, https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-09.19.41-2048x911.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Game overview and personal performance statistics.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">And here&#8217;s the &#8220;proof&#8221; &#8211; a random game I played today analysed by BGBlitz 4-ply (yes I am proud of my performance as well \ud83d\ude42 ) &#8211; a PR of 0.98 is not too bad. <\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"942\" src=\"https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-09.05.50-1024x942.png\" alt=\"\" class=\"wp-image-852\" style=\"width:450px;height:auto\" srcset=\"https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-09.05.50-1024x942.png 1024w, https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-09.05.50-300x276.png 300w, https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-09.05.50-768x707.png 768w, https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-18-um-09.05.50.png 1050w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Please note: if one very strong engine analyses the performance of another strong engine, the numbers are to be taken with a grain of salt &#8211; BGBlitz is also not playing perfect.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">So, what do I do with it? The app is fully multi-user-enabled, but my VPS is not the fastest one and serves other apps as well&#8230; On the other side it is, according to my knowledge, the strongest totally free engine available with a web UI.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">So, if this caught your interest and you want to give it a try &#8211; it is 100% free, 100% protecting your privacy, and will always be &#8211; I am not doing this for money, but for the fun of it &#8211; drop me a mail at <strong><a href=\"mailto:secondroll@agsteiner.de\" title=\"mailto:secondroll@agsteiner.de\">secondroll@agsteiner.de<\/a><\/strong> and I will send you the URL and an access code so you can use it.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Update &#8211; now with analysis<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"647\" src=\"https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-19-um-11.07.01-1024x647.png\" alt=\"\" class=\"wp-image-871\" srcset=\"https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-19-um-11.07.01-1024x647.png 1024w, https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-19-um-11.07.01-300x190.png 300w, https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-19-um-11.07.01-768x485.png 768w, https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-19-um-11.07.01-1536x970.png 1536w, https:\/\/gammonrants.org\/wp-content\/uploads\/2026\/10\/Bildschirmfoto-2026-10-19-um-11.07.01-2048x1294.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">The analysis function in action<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Claude built me this nice analysis function. Unfortunately I can only make half of it publicly available &#8211; locally on my Mac I can do analysis up to 7-ply and rollout, but the server I&#8217;m running the app on is not up to such a load.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Okay, not really a review this time. But I want to tell you a bit more about my engine, and how to play against it. It started with my &#8220;DailyGammon blunder quiz app&#8221; called &#8220;Second Roll&#8221;. Having only little free time, I play all my matches on DailyGammon where you can make a few moves [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"footnotes":""},"class_list":["post-846","page","type-page","status-publish","hentry"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.3 - aioseo.com -->\n\t<meta name=\"description\" content=\"Okay, not really a review this time. But I want to tell you a bit more about my engine, and how to play against it. It started with my &quot;DailyGammon blunder quiz app&quot; called &quot;Second Roll&quot;. 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