Discussing Architecture for Cross-System Enterprise AI Investigation Agents
Bluu_moon_ · reddit · 2026-08-12
A developer is seeking architectural advice for building an AI-powered enterprise investigation platform. The system aims to allow users to ask natural-language questions across enterprise systems (like Jira, New Relic, AWS) to handle complex, multi-step investigations (e.g., 'Why did this incident happen?').
The initial phase plans to integrate Jira and New Relic via MCP servers. The author is asking the community for recommendations on production-grade agent systems, focusing on:
- Best practices for agent orchestration frameworks and tool selection
- Implementing multi-step reasoning and evidence collection
- Reliability challenges and failure modes for complex cross-system queries
More from coding & agent
- Securing AI Agents: Avoiding Persistent Credential Leaks — davidcrawshaw · 2026-08-12
- xAI Launches Grok Bot: AI Teammates That Log Into Tools and Do Real Work — soleio · 2026-08-12
- Open-Sourcing Hillock: Non-Generative Tensor Pipeline for Agent Memory — Equivalent-Flan-1590 · 2026-08-12
- Apollo Red-Teams Anthropic's Auto Mode, Cutting Classifier Miss Rate to 7% — MariusHobbhahn · 2026-08-12
- Are AI agent skills not transferable? Developer questions Grokbot's inability to pick up skills from other tools — altryne · 2026-08-12
- Reverse Engineering Reveals Codex CLI Compaction is Just an LLM Summarization Call — a_karvonen · 2026-08-12