Make auditable rule-based decisions
As described in the source, the Rete rule engine is responsible for determining loans, fraud, and triage cases, while an LLM and an MCP server are utilized for RAG over policy documents.
- Agent or tool
- Claude
- Topic
- DevOps & Infra
- Reported on
- Hacker News
- Added
- 2026-10-15
Why it matters
Keeping servers and pipelines healthy is constant, detail-heavy work. Agents that can read logs and run routine fixes are a big help, as long as a person keeps an eye on what changes. It is one of 130 sightings filed under DevOps & Infra on Agent Sightings (number 107 by interest), and one of 213 involving Claude.
How you could try it
Here is a reusable prompt, written by us in our own words, that captures the task. Paste it into Claude or any similar agent and adjust the details to your situation.
Infra task — make auditable rule-based decisions. Inspect current config, propose a diff, and wait for approval before applying or restarting anything.
Tip: Try it first on a staging system or with read-only credentials, and require approval for anything that changes production.
Source
Read the original first-hand account on Hacker News: https://news.ycombinator.com/item?id=49803683. Our summary is a paraphrase; details are in the source.
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