Re: [I] [Feature] Daily AI-Powered System Health Report & Risk Detection [hertzbeat]</span></a></span> </h1> <p class="darkgray font13"> <span class="sender pipe"><a href="/search?l=notifications@hertzbeat.apache.org&q=from:%22via+GitHub%22" rel="nofollow"><span itemprop="author" itemscope itemtype="http://schema.org/Person"><span itemprop="name">via GitHub</span></span></a></span> <span class="date"><a href="/search?l=notifications@hertzbeat.apache.org&q=date:20260216" rel="nofollow">Mon, 16 Feb 2026 08:32:45 -0800</a></span> </p> </div> <div itemprop="articleBody" class="msgBody"> <!--X-Body-of-Message--> <pre> infosushant1 commented on issue #4025: URL: <a rel="nofollow" href="https://github.com/apache/hertzbeat/issues/4025#issuecomment-3909450539">https://github.com/apache/hertzbeat/issues/4025#issuecomment-3909450539</a></pre><pre> Hi @anusha975 and maintainers 👋 I’d love to work on Issue #4025 (Daily AI-Powered System Health Report & Risk Detection). Plan (initial MVP): - Add a scheduled daily inspection workflow in `hertzbeat-ai` - Fetch abnormal monitors + last 24h alerts - Token-efficient summarization (max / avg / trend) - LLM-based correlation & risk analysis via Spring AI + MCP - Generate a Markdown daily health report - Expose REST API + simple UI panel in the dashboard - Add human-in-the-loop confirmation before any automated actions I’ll start with: 1) a short design doc (architecture + API design) 2) a small initial PR (data collection + abnormal filtering only) Feedback and guidance are very welcome 🙏 -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: notifications-unsubscr...@hertzbeat.apache.org For queries about this service, please contact Infrastructure at: us...@infra.apache.org --------------------------------------------------------------------- To unsubscribe, e-mail: notifications-unsubscr...@hertzbeat.apache.org For additional commands, e-mail: notifications-h...@hertzbeat.apache.org </pre> </div> <div class="msgButtons margintopdouble"> <ul class="overflow"> <li class="msgButtonItems"><a class="button buttonleft " accesskey="p" href="msg15444.html">Previous message</a></li> <li class="msgButtonItems textaligncenter"><a class="button" accesskey="c" href="index.html#15484">View by thread</a></li> <li class="msgButtonItems textaligncenter"><a class="button" accesskey="i" href="maillist.html#15484">View by date</a></li> <li class="msgButtonItems textalignright"><a class="button buttonright " accesskey="n" href="msg15486.html">Next message</a></li> </ul> </div> <a name="tslice"></a> <div class="tSliceList margintopdouble"> <ul class="icons monospace"> <li class="icons-email"><span class="subject"><a href="msg15444.html">[I] [Feature] <title>Daily AI-Powered System Health Repor...</a></span> <span class="sender italic">via GitHub</span></li> <li><ul> <li class="icons-email tSliceCur"><span class="subject">Re: [I] [Feature] <title>Daily AI-Powered System Hea...</span> <span class="sender italic">via GitHub</span></li> <li class="icons-email"><span class="subject"><a href="msg15486.html">Re: [I] [Feature] <title>Daily AI-Powered System Hea...</a></span> <span class="sender italic">via GitHub</span></li> <li class="icons-email"><span class="subject"><a href="msg15489.html">Re: [I] [Feature] <title>Daily AI-Powered System Hea...</a></span> <span class="sender italic">via GitHub</span></li> <li class="icons-email"><span class="subject"><a href="msg15492.html">Re: [I] [Feature] <title>Daily AI-Powered System Hea...</a></span> <span class="sender italic">via GitHub</span></li> </ul> </ul> </div> <div class="overflow msgActions margintopdouble"> <div class="msgReply" > <h2> Reply via email to </h2> <form method="POST" action="/mailto.php"> <input type="hidden" name="subject" value="Re: [I] [Feature] <title>Daily AI-Powered System Health Report & Risk Detection [hertzbeat]"> <input type="hidden" name="msgid" value="I_kwDOGyeqAs7qCx1B-bed78d95-d6e7-45e5-b635-646a21a1e519@gitbox.apache.org"> <input type="hidden" name="relpath" value="notifications@hertzbeat.apache.org/msg15484.html"> <input type="submit" value=" via GitHub "> </form> </div> </div> </div> <div class="aside" role="complementary"> <div class="logo"> <a href="/"><img src="/logo.png" width=247 height=88 alt="The Mail Archive"></a> </div> <form class="overflow" action="/search" method="get"> <input type="hidden" name="l" value="notifications@hertzbeat.apache.org"> <label class="hidden" for="q">Search the site</label> <input class="submittext" type="text" id="q" name="q" placeholder="Search notifications"> <input class="submitbutton" name="submit" type="image" src="/submit.png" alt="Submit"> </form> <div class="nav margintop" id="nav" role="navigation"> <ul class="icons font16"> <li class="icons-home"><a href="/">The Mail Archive home</a></li> <li class="icons-list"><a href="/notifications@hertzbeat.apache.org/">notifications - 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