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Panoptès
Async RAM-only data engine with AI self-healing & Web3 API
An asynchronous multi-platform data ingestion core running entirely in RAM to guarantee absolute data freshness and sovereignty. Built for AI labs and growth teams, it features an embedded AI self-healing layer that auto-repairs mutated HTML selectors on the fly, an automated contract-bound cryptographic checkout gateway, and an interactive terminal playground to stream high-concurrency production-grade JSON on-demand.
Hey Product Hunt! 🚀
I built Panoptès-Data V3 to solve a massive pain point for developers and data engineers: stale databases and scrapers that break constantly due to HTML mutations.
By building this entirely for RAM-only streaming with an integrated AI self-healing layer, the pipeline stays unbreakable and extracts 100% fresh, real-time data combined with live macro market signals. No data logs, completely sovereign Web3 crypto checkout.
Would love to hear your technical feedback on our interactive terminal playground! Let's connect via our direct Discord hub.
About Panoptès on Product Hunt
“Async RAM-only data engine with AI self-healing & Web3 API”
Panoptès was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #136 on the daily leaderboard. An asynchronous multi-platform data ingestion core running entirely in RAM to guarantee absolute data freshness and sovereignty. Built for AI labs and growth teams, it features an embedded AI self-healing layer that auto-repairs mutated HTML selectors on the fly, an automated contract-bound cryptographic checkout gateway, and an interactive terminal playground to stream high-concurrency production-grade JSON on-demand.
On the analytics side, Panoptès competes within Analytics, Developer Tools and Artificial Intelligence — topics that collectively have 1.2M followers on Product Hunt. The dashboard above tracks how Panoptès performed against the three products that launched closest to it on the same day.
Who hunted Panoptès?
Panoptès was hunted by Yann Maurice Masse Mbenoun. 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 Panoptès including community comment highlights and product details, visit the product overview.
Yann Maurice Masse Mbenoun