Viewing profile — gonc

Hi HN, I’ve always found traditional nc frustrating when dealing with modern networks. It assumes one side has a reachable IP and a listening port—conditions rarely met when both p…

Hi HN, I’ve been experimenting with a different take on netcat-style connectivity and wanted to share the design and trade-offs. Traditional netcat-like tools assume one side liste…

Curious about the OCR + Vision pipeline: do you run frame sampling, or analyze every frame? How do you deal with false positives when extracting gem names or code snippets?

How do you handle hallucination or omission risks when summarizing long bills with LLMs? Is there any automated diffing or traceability back to specific sections of the source text…

Even if debugging changes significantly, testing still seems unavoidable for validating system behavior.