Open-source projectAutomation
Universal Filter Engine
Aggregates and compiles filter lists for browser ad blockers and DNS blockers with daily automated updates, deduplication, validation and CDN publishing.
Service 05 / 06
Business automation
A lot of business time goes into copying data between tools, checking lists and sending the same updates. We build scheduled jobs, integrations and small internal tools that do that work reliably and tell you when something needs attention.
- Python
- GitHub Actions
- PostgreSQL
What is included
A typical engagement
Every project is scoped individually; this is the usual shape of the work.
- Process mapping to find the steps worth automating
- Scheduled jobs and pipelines, for example on GitHub Actions
- Integrations between the tools you already use
- Validation, deduplication and error reporting
- Runbooks so the automation is understood, not mysterious
How we approach it
- Automate the boring, well-understood steps first.
- Make every job idempotent and observable, so reruns are safe.
- Keep a manual override for anything business-critical.
A good fit when
- Teams spending hours a week on spreadsheet or copy-paste work
- Data that needs to be collected, cleaned and published regularly
- Operations that rely on one person remembering to do something
Not sure it fits?
Describe the problem rather than the solution. We will tell you honestly if a different approach, or a different studio, would serve you better.
Related work
Where we have done this before
Public projects that use the same kind of engineering. Labels show whether each is an in-house product, open source, community work or a concept demo.
Community projectEvent platform
Bitotsav '26 platform
Registration, teams, points, admin panel and signed-QR entry for BIT Mesra's festival (~5,000 participants), built and run live by the founder as tech lead.
Next step
Have an idea worth building?
Tell us what you are working on. You will hear back from the founder directly, usually with questions before a quote.