A Practical Guide to Using LLMs in Telecommunications

1Key Takeaways

• We are building a network incident triage agent that ingests raw syslog and alarm text from cell towers and core routers, then returns structured severity scores, probable root causes, and next-step runbooks.
• It is aimed at NOC engineers who need to cut through alert noise during outages.
• Because the agent often processes large syslog dumps, Oxlo.ai's request-based pricing keeps costs flat regardless of how many lines you feed into the context window.
• What you'll need Python 3.10 or newer, an….