Hi everyone! As we launch ProdRescue AI today, I wanted to open a dedicated thread for the two most common questions we get from engineering leads: Data Privacy and Accuracy.
1. Data Privacy & Security: We know logs are sensitive. Our engine is designed to be ephemeral we process logs to generate the report and then they are gone. We don t store your raw logs, and we certainly don t use them to train any AI models. Plus, we have built-in PII masking to scrub sensitive data before it even hits the analysis layer.
2. Evidence-Backed Accuracy: The biggest fear with AI is "hallucination." We solved this by building an Evidence Mapping system. Every claim in a ProdRescue report (like a specific error or a timeline event) includes a direct reference to the exact log line it came from. If the AI can't find the evidence in your logs, it won't put it in the report.
I d love to hear your thoughts:
Hi Product Hunt! 👋 I'm Devrim, founder of ProdRescue AI.
I built this because I’ve lived the 3 AM incident report nightmare far too many times. You fix the bug, you’re exhausted, but then you have to spend 4 more hours reconstructing a timeline from 200 chaotic Slack messages and fragmented logs just to please the execs.
With this 2.0 launch, we’re moving from Diagnosis to Resolution.
What’s new in ProdRescue AI:
Autonomous Mode: It doesn't just write the report; it connects to your GitHub repo, searches for the faulty code, and suggests a fix/PR.
4-Layer Intelligence Engine: We use a pipeline of GPT-4o, Claude 4.5, and Gemini 2.5 Pro to ensure 95%+ evidence accuracy.
Security-First: Logs are sanitized in-memory locally. PII, tokens, and IPs are redacted before any AI call. We don't store your logs.
Our mission is simple: Turn 3 AM chaos into institutional memory so you can actually get some sleep.
I’ll be here all day to answer your questions about the AI engine, our security architecture, or how we handle complex Slack threads. Would love to hear your feedback! 🚀
Hey Product Hunt! 👋
I'm Devrim, the solo founder of ProdRescue AI.
I built this after too many 3 AM incidents where the outage lasted 30 minutes… but writing the incident report took 4 hours.
ProdRescue turns Slack threads, logs, and incident notes into a board-ready postmortem in under 2 minutes.
Would love feedback from SREs, backend engineers, and anyone who has survived a production incident :)
Happy to answer any questions!