๐๐ด๐ฒ๐ป๐๐ถ๐ฐ ๐ฆ๐๐ฝ๐ฝ๐ผ๐ฟ๐ ๐๐ผ๐ฟ ๐ฃ๐น๐ฎ๐๐ณ๐ผ๐ฟ๐บ ๐ง๐ฒ๐ฎ๐บ๐
Platform engineers spend too much time on support. Repetitive questions drain your team.
I tried to fix this with RAG. I indexed every document. The results were poor.
Documents are often old. Some are missing. RAG mechanics fail. Wrong chunks lead to wrong answers.
I stopped and looked at the human process. Engineers do not search docs. They read code. They check logs. They check metrics.
I gave the AI these tools. I removed the index. The AI now reads code live.
I added a simple onboarding guide. This tells the AI what the system is. This mimics a new hire.
Your architecture should be simple:
- Prompt: Slow-changing facts.
- Tools: Fast-changing data.
Copy the human process. Match context freshness to the question.
Source: https://dev.to/omer_k/agentic-support-agent-for-a-platform-teams-25hl Optional learning community: https://t.me/GyaanSetuAi