No moat. Still in business.
Software directory for those who don’t want to rebuild, own the updates, the bugs, the support.
- MLJAR Studio
Desktop data analysis app where you ask about your data in plain English and get Python code, charts and notebooks run on your computer.
Since 2017
Data and spreadsheets
- PullPreview
Deploys each labelled GitHub pull request as a live preview environment on your own Lightsail or Hetzner servers.
Since 2020
Developer tools · Developers
- Pipetrics
Shows where GitHub Actions minutes and money go by repo, workflow and step, and flags slow or failing runs to fix.
Free plan · Uptime and monitoring · Developers
- Quadratic
Spreadsheet that links to databases and files and lets AI write the formulas, Python and charts for you.
Since 2023
Data and spreadsheets
- Cirun
Starts GitHub Actions runners on demand in your own cloud account, including GPU, ARM and macOS machines.
Pay as you go · Developer tools · Developers
- AIR Blackbox
Records every AI agent decision in a signed, tamper-evident log so teams can show regulators what their AI did under the EU AI Act.
Free plan · Developer tools · Developers
- machine.dev
On-demand GPU and CPU machines for GitHub Actions jobs, billed by the minute and switched on with one line of config.
Pay as you go · Developer tools · Developers
- DBLift
Runs versioned SQL and Python database migrations with dry runs, history checks and rollbacks, for Python teams.
Since 2026
Free plan · Developer tools · Developers
- Overcast
Pools GPUs and CPUs from many cloud providers and your own servers so developers can run large data jobs in one place.
Since 2026
Developer tools · Developers
- Jog
Cheaper hosted runners for GitHub Actions on private repos, billed per second, set up by changing one line of the workflow.
Since 2026
Free plan · Developer tools · Developers
- RunsOn
Runs GitHub Actions jobs on cheap spot machines in your own AWS account, set up from one CloudFormation stack.
Subscription · Developer tools · Developers
- pbar.io
Lets developers share live progress of scripts and jobs through a link, via an API or a tqdm replacement.
Uptime and monitoring · Developers
- Runcell
An AI agent inside Jupyter that writes and runs Python cells, reads the results and fixes errors during data analysis.
Free plan · Developer tools · Developers
- FastAPI Cloud
Hosting for Python FastAPI apps that deploys with one command and handles scaling and HTTPS for developers.
Developer tools · Developers