Leaping – Open-source debugging with LLMs
Show HN: Leaping - Open-source debugging with LLMs Hi HN! We’re Adrien and Kanav. We met at our previous job, where we spent about a third of our life combating a constant firehose of bugs. In the hope of reducing this pain for others in the future, we’re working on automating debugging. We started by capturing information from running applications to then ‘replay’ relevant sessions later. Our approach for Python involved extensive monkey patching: we’d use OpenTelemetry-style instrumentation to hook into the request/response lifecycle, and capture anything non-deterministic (random,…
Leaping – Open-source debugging with LLMs launched on February 27, 2024 with 15 votes, #1,087 of 3,962 launches that month and more than 75% of that year's launches.
In plain words
Leaping is an open-source debugging tool that uses large language models to help developers fix bugs more efficiently. It captures information from running applications and allows developers to replay production bugs locally for debugging. The tool uses instrumentation to record non-deterministic elements like random values and API calls, then recreates those conditions locally so bugs can be debugged with standard debugging tools. It's designed for Python developers who spend significant time troubleshooting production issues.
written from the facts on this page · September 2026
From the sources
In the maker’s words, at launch
Show HN: Leaping - Open-source debugging with LLMs Hi HN! We’re Adrien and Kanav. We met at our previous job, where we spent about a third of our life combating a constant firehose of bugs. In the hope of reducing this pain for others in the future, we’re working on automating debugging. We started by capturing…
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Leaping – Debug Python tests instantly with an LLM debugger2024 · github.com · ▲120Hi HN! We’re Adrien and Kanav. We met at our previous job, where we spent about a third of our lives combating a constant firehose of bugs. In the hope of reducing this pain for others in the future, we’re working on automating debugging. We’re currently working on a platform that ingests logs and then automatically reproduces, root causes and ultimately fixes production bugs as they happen. You can see some of our work on this here - https://news.ycombinator.com/item?id=39528087 As we were building the root-cause phase of our automated debugger, we realized that we developed…
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Source: Show HN post ↗ · launch text quoted in part
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