5 articles found
A transparent calculator for the hidden cost of production incident investigation - and the engineering capacity AI debugging agents could return.
Kirti Rathore
5 min read
A stuck I/O incident looked invisible in logs, metrics, and traces. The useful evidence came from reproducing the hang, forcing a core dump, and looking at it in GDB.
Kirti Rathore
5 min read
A root cause is only useful once it can be reproduced. The practical debugging loop is to localize the fault, turn the alert into a reproduction, and test hypotheses until the fix is validated.
Kirti Rathore
4 min read
Most alert queues are full of duplicates, expired assumptions, and evidence-free mysteries. The useful AI workflow is not just RCA. It is hypothesis validation all the way to a proven fix.
Kirti Rathore
5 min read
Well-configured alerts connect the symptom to traces, logs, deploys, and the suspect commit.
Kirti Rathore
6 min read
