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OriginTracer
A low level runtime visibility
1. Instruments asynchronous web production frameworks - nginx, gunicorn, uvicorn, django, celery, etc 2. eBPF kernel powered 3. Constructs a live causal graph and automatically detects anti-patterns 4. Includes probes and rules python scripts to run on the graph 5. Supports REPL for development and REACT UI for production 6. Highly efficient with graph compaction and deduplication 7. Extensible - you can write your own probes and rules 8. Detailed traced chapters for source codes.
Top comment
While I was contracted to build a property marketplace platform with features such as email notifications, appointment scheduling, enquiries, etc; I adopted open source frameworks such as django and its associated third-party libraries for development, and nginx, gunicorn, unicorn for deployment. During early deployment I handled deep internal errors that forced me to study the frameworks source codes deeply using debuggers and stepping through the code. By the end of early deployment and testing, I had actually traced a full request path across the whole stack, from nginx to django and return. I then set out to document the whole experience as a textbook However, I quickly realised that I can also develop a runtime observability platform that actually instruments the frameworks internals and extracts information for analysis to detect anti-patterns and bottlenecks l, and hence OriginTracer was born. OriginTracer is open-source backed by advanced traced book chapters for the web frameworks explaining in detail how the source codes work internally. It also provides free probes and rules which ship with the open source framewor.
About OriginTracer on Product Hunt
“A low level runtime visibility”
OriginTracer was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #68 on the daily leaderboard. 1. Instruments asynchronous web production frameworks - nginx, gunicorn, uvicorn, django, celery, etc 2. eBPF kernel powered 3. Constructs a live causal graph and automatically detects anti-patterns 4. Includes probes and rules python scripts to run on the graph 5. Supports REPL for development and REACT UI for production 6. Highly efficient with graph compaction and deduplication 7. Extensible - you can write your own probes and rules 8. Detailed traced chapters for source codes.
On the analytics side, OriginTracer competes within Software Engineering, GitHub and Books — topics that collectively have 206.5k followers on Product Hunt. The dashboard above tracks how OriginTracer performed against the three products that launched closest to it on the same day.
Who hunted OriginTracer?
OriginTracer was hunted by Humbulani Ndou. 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 OriginTracer including community comment highlights and product details, visit the product overview.

