Runtime bugs: when the first 30 minutes are critical
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.
K
Kirti Rathore
5 min read
Posts tagged "debugging"
7 articles found
Fixing bugs reduces to having their reproduction test case.
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.
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Kirti Rathore
4 min read
FixBugs is now live on the GitHub Marketplace!
The FixBugs GitHub App is now available on GitHub Marketplace. Install fixbugs-app on a repo, start from a real issue, and get hypotheses, reproductions, fixes, PRs, and validation evidence inside GitHub.
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Kirti Rathore
7 min read
High-performance AI agents are distributed systems
A technical case study on making FixBugs faster by treating LLM agents like distributed systems: chunking, streaming, queues, token math, and concurrency limits.
K
Kirti Rathore
11 min read
Oncall isn't supposed to be this hard
Well-configured alerts connect the symptom to traces, logs, deploys, and the suspect commit.
K
Kirti Rathore
6 min read
How To Build High Performance AI Agents - Insights from PyDelhi Talk
Key insights and strategies from my PyDelhi talk on building high-performance LLM agents that can process gigabytes of data and deliver results in under a minute, with lessons learned from optimizing FixBugs.
K
Kirti Rathore
2 min read
FixBugs Web
Try the FixBugs auto-triage and fix tool right from your browser!
K
Kirti Rathore
3 min read