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patibandlavenkatamanideep/relayops
#
AI agent
#
RAG
Production-shaped telecom AI support agent with scoped tools, fine-tuned intent routing, RAG, guardrails, and adversarial evals.
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Python
3 contributors
website
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Current results on 50-ticket sample + adversarial suites: 54% auto-resolved 0 unsafe auto-actions 0 billing escapes 100% handoff completeness on escalations All evals, datasets, and the full decision…
@ManideepPa5443 · x.com
Latest results (v1.5.1): • 54% auto-resolved • 100% safe route rate on 100-case adversarial suite • Billing/account abuse eval: 0 escapes, 100% unauthorized credit blocks • 7/7 deterministic agent…
@ManideepPa5443 · x.com
What I learned: For production-style agents, the key question is not only: “Did the model answer correctly?” It is: “Did the system still make the safe decision?” That changes how you design evals.
@ManideepPa5443 · x.com
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