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ai-systems-engineering

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sking-dev / ai-systems-engineer-roadmaps

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High-level roadmaps, frameworks and resources for evolving from cloud platform engineering to AI systems engineering. Focus on building and managing the infrastructure that enables AI systems to operate effectively, securely, and responsibly.

roadmap learning-path azure artificial-intelligence professional-development cloud-engineering career-development mlops responsible-ai ai-infrastructure ai-systems-engineering
  • Updated Jan 23, 2026

anonymousgirl123 / ai-incident-analyzer

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Build a production-style AI system that ingests logs and metrics, detects anomalies, and uses an LLM to summarize incidents and suggest likely root causes, with observability and reliability in mind.

java distributed-systems spring-boot rest-api human-in-the-loop production-ai ai-agent incident-management-data-analysis decision-engines prompt-versioning llm-orchestration ai-systems-engineering sre-ai-agent agent-based-ai fault-tolerant-systems
  • Updated Jan 30, 2026
  • Java

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