Seeknal is an all-in-one CLI for data & AI/ML engineering. Define pipelines in YAML or Python, run a safe draft → dry-run → apply workflow, materialize to PostgreSQL and Iceberg, and query your data in natural language. Three verbs: Organize (transform raw data, point-in-time joins, incrementals), Expose (dashboards, features, NL query), Action (insight → report → API → alert). Built for the agent world.
👋 Hey Product Hunt! Fitra here, maker of Seeknal.
We built this because the data/ML stack kept getting more fragmented. Every team we knew was duct-taping together dbt + Airflow + feature store + monitoring + BI — and still writing custom glue code between them.
Seeknal takes a different approach: one CLI, one graph, one workflow (draft → dry-run → apply → query). Write pipelines in YAML or Python (or both — they compile into one graph). Serve features offline and online. Ask questions in natural language. Move from insight to action without switching tools.
It's open source (Apache 2.0) and runs locally. No cloud lock-in.
Would love your honest feedback — what's missing, what's confusing, what would make this actually useful in your workflow. That matters more to us than upvotes 🙏
Try it: pip install seeknal
Website: https://seeknal.exe.xyz/
About Seeknal on Product Hunt
“Data & AI/ML CLI for pipelines and NL queries”
Seeknal launched on Product Hunt on April 22nd, 2026 and earned 60 upvotes and 1 comments, placing #41 on the daily leaderboard. Seeknal is an all-in-one CLI for data & AI/ML engineering. Define pipelines in YAML or Python, run a safe draft → dry-run → apply workflow, materialize to PostgreSQL and Iceberg, and query your data in natural language. Three verbs: Organize (transform raw data, point-in-time joins, incrementals), Expose (dashboards, features, NL query), Action (insight → report → API → alert). Built for the agent world.
On the analytics side, Seeknal competes within Open Source, Developer Tools, GitHub and Data — topics that collectively have 623.6k followers on Product Hunt. The dashboard above tracks how Seeknal performed against the three products that launched closest to it on the same day.
Who hunted Seeknal?
Seeknal was hunted by Fitra Kacamarga. 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 Seeknal including community comment highlights and product details, visit the product overview.
Fitra Kacamarga