Syed Fasih Shah@SyedFasih

TeleGenesis OS is a high-performance, autonomous multi-agent network operations platform (NMS) designed to automate telecom diagnostics, incident resolution, and network optimization. Developed by RedLine Devs, the platform addresses legacy mixed-vendor silos (Nokia OSS, Ericsson ENM, Cisco NSO) and manual troubleshooting overhead by introducing an automated, self-healing network workflow. The system unifies incoming syslog data, SNMP traps, and telemetry streams via a pluggable Data Connector Layer, translating raw metrics into a standardized schema. To isolate incidents, the async AI Agent Engine orchestrates 15 specialized domain agents concurrently (Performance, Alarm Correlation, Log Analysis, Security, CX) to evaluate anomalies and build a unified Root Cause Analysis (RCA). Computational efficiency is maximized through a dual-model topology routing fast sweeps to GLM 5 Pro 2 and consensus synthesis to DeepSeek V4 Pro, while utilizing 0ms local deterministic fast-paths (like regex threat scans and CX drop-rate heuristics) to offload LLM costs and eliminate API latencies. This high-concurrency multi-agent execution is accelerated by AMD Instinct™ MI300X server clusters via Fireworks AI. Leveraging the MI300X’s 5.3 TB/s memory bandwidth and 192GB HBM3, all 15 agents run simultaneously with near-zero latency degradation. Backed by the ROCm open stack and FireAttention kernels, the engine achieves a 4x speedup in token generation. Operators validate configurations safely using sandboxed "what-if" simulations on our Digital Twin Simulator. Tested at scale with over 14 million telemetry lines, TeleGenesis OS reduces MTTR from hours to under 20 seconds.

To participate in the hackathon, simply click Sign up with AMD. If you are not already a member of the AMD AI Developer Program (ADP), you will need to create an account. ADP members can access AI tutorials, experts, and community support. In addition, new members can claim a free month of DeepLearning.ai pro, $100 in AMD GPU cloud credits, and $50 in Fireworks AI API credits. All hackathon participants will receive on hackathon launch additional compute and API credits for their projects. Ready to build what's next on AMD? Sign up with AMD below to secure your spot.