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GameFilm
Same game, different decisions. AI watches the tape.
GameFilm records every decision you make in a game and lets AI coach you on the replay — like film sessions in sports. The first game is POP, a deterministic arcade shooter where every player faces the exact same enemies, spawns, and timing. No RNG. Your inputs are the only variable. After you play, an AI coach watches your actual replay and breaks down what worked, where you choked, and what to change. Free to play, runs in the browser, no download.
Built this solo. The idea came from sports — coaches don't just look at the box score, they watch the film. Why don't games work that way?
GameFilm records every input you make and replays it deterministically. Same seed = same enemies, same spawns, same timing. Your decisions are the only variable. After you play, an AI coach watches your actual replay and gives you a breakdown — not just stats, but what worked, where you choked, and what to change.
The tech side if anyone's curious: pure client-side JS game engine, server-side replay verification (the server replays your inputs through the same deterministic engine — if the scores don't match, it's rejected), multi-provider AI pipeline for coaching. Every frame has to agree between client and server.
Running a May 4th tournament — everyone plays the same game, $100 USDC prize pool. https://gamefilm.org/may4th
Free to play, browser-based, no download. Happy to answer questions about the architecture or anything else.
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About GameFilm on Product Hunt
“Same game, different decisions. AI watches the tape.”
GameFilm was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #134 on the daily leaderboard. GameFilm records every decision you make in a game and lets AI coach you on the replay — like film sessions in sports. The first game is POP, a deterministic arcade shooter where every player faces the exact same enemies, spawns, and timing. No RNG. Your inputs are the only variable. After you play, an AI coach watches your actual replay and breaks down what worked, where you choked, and what to change. Free to play, runs in the browser, no download.
GameFilm was featured in Free Games (8.8k followers), Artificial Intelligence (467.3k followers) and Games (98.5k followers) on Product Hunt. Together, these topics include over 121.4k products, making this a competitive space to launch in.
Who hunted GameFilm?
GameFilm was hunted by Suraj Shetty. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
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Suraj Shetty