This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Product upvotes vs the next 3
Waiting for data. Loading
Product comments vs the next 3
Waiting for data. Loading
Product upvote speed vs the next 3
Waiting for data. Loading
Product upvotes and comments
Waiting for data. Loading
Product vs the next 3
Loading
Relay — Autonomous workday repair
Watch an AI agent repair your overloaded workday
Relay is a visual autonomous scheduling agent that repairs overloaded workdays. Watch it inspect conflicts, choose deterministic tools, recover from rejected actions, and validate the final schedule—without directly rewriting your calendar.
Hey Product Hunt! 👋
I’m Suyash, the solo maker behind Relay.
I built Relay during an AI hackathon because I wanted to understand what separates a real autonomous agent from another LLM-powered wrapper.
Most scheduling assistants take a request such as “fix my day” and return a newly generated schedule. The interesting work happens invisibly, and users have no idea whether the model followed real constraints or simply produced something that looked reasonable.
Relay takes a different approach.
The model cannot edit the schedule directly. It can only select one deterministic tool at a time, for example, inspecting the day, finding an available slot, moving a task, splitting work, inserting a break, or deferring something.
Each tool can succeed or fail. When an action is rejected, Relay leaves the schedule untouched, records the observation, and asks the agent to change its strategy. A separate deterministic validator, not the model, decides whether the final workday is valid.
I also made the entire process visible, including:
• Schedule inspection
• Tool calls and structured outputs
• Rejected actions
• Strategy changes and retries
• Before-and-after results
• Final deterministic validation
• Step-by-step replay without another AI call
You can try a prepared overloaded day without creating an account, build your own schedule, or import one day from Google Calendar in read-only mode.
Relay started as a hackathon project, but it became an exploration of a larger question:
How should we design AI products when the model is responsible for decisions, but deterministic software remains responsible for execution and correctness?
I’d love your honest feedback—especially on the visible agent experience, the scheduling decisions, and whether this makes autonomous-agent architecture easier to understand.
Thanks for checking out Relay! 💜
About Relay — Autonomous workday repair on Product Hunt
“Watch an AI agent repair your overloaded workday”
Relay — Autonomous workday repair was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #149 on the daily leaderboard. Relay is a visual autonomous scheduling agent that repairs overloaded workdays. Watch it inspect conflicts, choose deterministic tools, recover from rejected actions, and validate the final schedule—without directly rewriting your calendar.
On the analytics side, Relay — Autonomous workday repair competes within Productivity, Calendar, Artificial Intelligence, GitHub and OpenAI Day — topics that collectively have 1.2M followers on Product Hunt. The dashboard above tracks how Relay — Autonomous workday repair performed against the three products that launched closest to it on the same day.
Who hunted Relay — Autonomous workday repair?
Relay — Autonomous workday repair was hunted by Suyash Pradhan. 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 Relay — Autonomous workday repair including community comment highlights and product details, visit the product overview.
Suyash Pradhan