Seeknal

What it does

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.

Seeknal is an all-in-one platform for data and AI/ML engineering. Define pipelines in YAML or Python , run a safe draft → dry-run → apply workflow, and materialize to PostgreSQL and Iceberg in one go — then ask questions in natural language and get answers grounded in your own data. Transform raw data into structured, reusable knowledge. Point-in-time joins, entity consolidation, watermark-based incrementals — built in. Publish dashboards. Serve features offline and online. Ask anything in natural language — the agent knows your schema, your pipelines, your exposures. Turn answers into outcomes. Trigger downstream jobs, publish reports, serve features via API, or kick off Telegram alerts —…from seeknal.exe.xyz

• 
  SeekStorm – open-source sub-millisecond search in Rust2024 · github.com · ▲245

  SeekStorm: vector & lexical search - in-process library & multi-tenancy server, in Rust. - SeekStorm/SeekStorm

• 
  SeekWell2018 · seekwell.io · ▲87

  Write code faster and automate reports in Sheets and Slack

• AN
  A Natural Language Query Engine Without Machine Learning2016 · blog.ayoungprogrammer.com · ▲115
• 
  SnapQL – Desktop app to query Postgres with AI2025 · github.com · ▲104

  SnapQL is an open-source desktop app (built with Electron) that lets you query your Postgres database using natural language. It’s schema-aware, so you don’t need to copy-paste your schema or write complex SQL by hand. Everything runs locally — your OpenAI API key, your data, and your queries — so it's secure and private. Just connect your DB, describe what you want, and SnapQL writes and runs the SQL for you.

• 
  Steampipe – select * from cloud;2021 · steampipe.io · ▲24

  Instantly query your cloud, code, logs & more with SQL. Build on thousands of open-source benchmarks & dashboards for security & insights.

• SP
  Searchbase – Plug-n-play semantic/fuzzy search for your data2024 · searchbase.dev · ▲63

  Step into the future with Searchbase Cloud's AI-enhanced search capabilities. Effortless to integrate, intuitive to use, and built for insightful discoveries. Transform your data into action with the smartest search on the market. Join the revolution.

• 
  /dev/null▲484

  a social network for devs

  Dev tools · 3d ago · dev-null.sh

• 
  Whiteboard (YC W26) – an open-source IDE for thoughtful software design▲423

  open-source IDE for thoughtful software design. Contribute to devdotfast/whiteboard development by creating an account on GitHub.

  Dev tools · 28d ago · github.com

• 
  Reladraw – A diagram language where you decide where to place things▲411

  Contribute to reladraw/reladraw development by creating an account on GitHub.

  Dev tools · 26d ago · github.com

• 
  OpenBot▲362

  Grok Bot alternative: free, local, open-source, multiplayer

  Dev tools · 23d ago · openbot.run

• 
  Talanoa▲346

  Hi HN, I’m a fullstack developer, and honestly, I’ve lost count of how many side projects I’ve worked on over the years. But one idea kept coming back to me: a different kind of email client. It first came to me in 2014: “What if we could handle emails more like conversations?” Every year, I’d revisit this concept in my “Build Notes.” Ten years later, no one had built exactly what I had in mind — so I finally decided to do it myself. That’s how Talanoa was born. I wanted something focused on people, not timelines. I was tired of marking messages as unread just to remember to reply later, or…

  Dev tools · 21d ago · talanoa.email

• 
  CoreSpeed▲332

  One MCP for everything your agents need: apps, memory, tools

  Dev tools · 28d ago · corespeed.io

• 
  Brila▲1,364

  One-page websites from real Google Maps reviews

  AI · Apr 2026 · brila.ai

• AG
  A game where you build a GPU▲964

  Thought the resources for GPU arch were lacking, so here we are

  Life & fun · Apr 2026 · jaso1024.com

• 
  I built a tiny LLM to demystify how language models work▲915

  Built a ~9M param LLM from scratch to understand how they actually work. Vanilla transformer, 60K synthetic conversations, ~130 lines of PyTorch. Trains in 5 min on a free Colab T4. The fish thinks the meaning of life is food. Fork it and swap the personality for your own character.

  AI · Apr 2026 · github.com

• 
  Fathom 3.0▲800

  AI meeting notes: now bot-free, in ChatGPT & Claude + more

  AI · Apr 2026 · fathom.ai

• 
  Brutalist Concrete Laptop Stand (2024)▲786

  I made a laptop stand out of solid concrete, in the style of brutalist architecture, with themes of urbex and urban decay

  Life & fun · Apr 2026 · sam-burns.com

• 
  I built a frontpage for personal blogs▲783

  With social media and now AI, its important to keep the indie web alive. There are many people who write frequently. Blogosphere tries to highlight them by fetching the recent posts from personal blogs across many categories. There are two versions: Minimal (HN-inspired, fast, static): https://text.blogosphere.app/ Non-minimal: https://blogosphere.app/ If you don't find your blog (or your favorite ones), please add them. I will review and approve it.

  AI · Apr 2026 · text.blogosphere.app