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ManualMode
Coding fitness for engineers who ship with AI agents
ManualMode turns AI-heavy development into adaptive manual practice. Connect your coding agent and it reserves one useful task from your repositories for you to complete yourself. When project work does not fit, short browser reps target code reading, debugging, test design, async reasoning, and AI review. Start free with three Gym reps and one Project rep. Pro adds an ongoing adaptive queue.
Hey Product Hunt. I built ManualMode because coding agents made me faster, but I noticed they also removed a lot of the small work that used to teach me a codebase: tracing the odd failure, reading the test twice, and catching a bad assumption in a clean-looking patch.
ManualMode keeps one useful piece of that work in the loop. Your coding agent can reserve a bounded task from your own repository for you to complete manually. When no project task fits, the Gym gives you a short browser rep in code reading, debugging, test design, async reasoning, or AI review.
You can start free with three Gym reps and one Project rep. I would especially like feedback from engineers who use Codex, Claude Code, Cursor, or similar agents every day: does the reserved task feel useful, or does it feel like artificial friction?
About ManualMode on Product Hunt
“Coding fitness for engineers who ship with AI agents”
ManualMode was submitted on Product Hunt and earned 2 upvotes and 1 comments, placing #147 on the daily leaderboard. ManualMode turns AI-heavy development into adaptive manual practice. Connect your coding agent and it reserves one useful task from your repositories for you to complete yourself. When project work does not fit, short browser reps target code reading, debugging, test design, async reasoning, and AI review. Start free with three Gym reps and one Project rep. Pro adds an ongoing adaptive queue.
On the analytics side, ManualMode competes within Productivity, Artificial Intelligence and Development — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how ManualMode performed against the three products that launched closest to it on the same day.
Who hunted ManualMode?
ManualMode was hunted by Ilia Sorokin. 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.
For a complete overview of ManualMode including community comment highlights and product details, visit the product overview.
Ilia Sorokin