CLUSTER CHAT-AGENT-DIAGNOSE · 15 ENTRIES · EARLIEST ENTRY 2026-08-12
AI infrastructure troubleshooting chat
This cluster consists of AI chat agents that help diagnose and troubleshoot infrastructure and Kubernetes issues, often aimed at site reliability engineers. The cluster's dated history is too thin to read a shape from – it predates the index or its members are undated. Traction is led by leandro with 13 stars, followed by sre-investigation-agent with 2 stars and infra-ops-agent with 0 stars.
Entry timeline
ENTRY TIMELINE
Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.
Members by activity
Activity signals, not revenue.
Build origin · 1 ai-built · 14 unlabelled
Operator · 7 hobby · 1 indie · 1 commercial · 6 unlabelled
Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 15 listed below. Unlabelled means nothing has decided yet — not that the answer is small.
- 01leandro13★1 mo—AI chat agent that helps site reliability engineers diagnose Kubernetes incidents and respond from chat.
- 02Escalon1★1 day—IT support chatbot that answers from Microsoft troubleshooting documentation and files helpdesk tickets when it cannot resolve issues.
- 03sre-investigation-agent2★1 mo—Chat app that helps site reliability engineers investigate incidents and shows cost, token, and tool-call metrics per prompt.
- 04line-ai-ops-agent0★1 molivehobbyChatbot that helps developers monitor project health and answer operational questions through LINE, with deterministic fallbacks when AI is unavailable.
- 05InstanceMate0★17 days—hobbyAI troubleshooting assistant that diagnoses ServiceNow instance issues using live data and references past helpful answers to improve future responses.
- 06IT-help-desk-agent-0★21 days—hobbyAI chat application that guides users through IT troubleshooting using a knowledge base and escalates unresolved issues to human support.
- 07cisco-network-troubleshooting-ai5★1 mo—AI assistant that diagnoses Cisco network issues by analyzing Packet Tracer evidence and applying rule-based reasoning.
- 08plant-doctor-agent0★8 days—hobbyChat-based AI assistant that diagnoses plant growth problems from symptom descriptions and gives treatment, prevention, and monitoring advice to farmers and gardeners.
- 09momus0★18 days—hobbyAI chat agent that fixes software bugs reported by testers in team chat and ships new builds automatically.
- 10infra-ops-agent0★25 dayslivehobbyWeb app that provides an AI-powered chat assistant for diagnosing and troubleshooting infrastructure issues.
- 11AntigravityAI0★7 days—hobbyApplication that acts as a PC troubleshooting agent, diagnosing issues, analyzing logs, and debugging applications through chat.
- 12K8s-ChatOps-Agent0★1 mo—Conversational agent that troubleshoots Kubernetes and ArgoCD by translating natural-language queries into tool calls with confirmation for write actions.
- 13Infra-Troubleshooting-agent-on-CloudFlare0★1 mo—AI chat agent that answers questions about infrastructure troubleshooting, helping users diagnose system issues.
- 14session-doctor0★29 days—indieUtility that repairs local AI chat sessions stuck on encrypted-reasoning errors and restores them from backups, for Hermes and OpenCode.
- 15Survivalist GPT - Free AI Survival & Battlefield Tools0★unknownliveai-builtcommercialAI chat assistant that provides survival and battlefield guidance, wilderness strategies, and emergency preparedness advice.
Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.