Line of Code Insights (LOCI) Agentic AI is the First Hardware-Aware Optimization Agent for CPUs. It predicts power spikes and Performance inefficiencies before test or inference. Optimizes code, configs, and serving - autonomously. It uncovers anomalies in static data, shifts observability left, and predicts emerging trends in dynamic data, discovering hardware and software reliability issues, to reduce costs and time to resolution.

Capabilities

• Optimization Agent: Performance optimization (code & config)
• Shift Observability Left Agent: Deep hardware understanding enables precise efficiency improvements
• Reliability & Serviceability (RAS) Agent: Mission-critical stability.

Benefits

• Predictive Analysis: Forecast performance issues before they impact production systems.
• Opcode-Level Optimization: Deep hardware understanding enables precise efficiency improvements.
• Power Efficiency: Maximize throughput per watt while reducing infrastructure costs.

Getting Started

1. Requirements:

• Plan: Free for all LOCI users
• User Permissions: Determined by the user’s active LOCI license
• Availability: Production version of LOCI

2. Setup Process:
https://docs.loci-dev.net/cicd/github-integration