{"record":{"id":"5f835f669f71662b","repo":"ruvnet/ruflo","slug":"sona-adaptation-exceeded-target-latency-tofixed","errorCode":null,"errorMessage":"SONA adaptation exceeded target: ${latency.toFixed(3)}ms > 0.05ms","messagePattern":"SONA adaptation exceeded target: (.+?)ms > 0\\.05ms","errorType":"console","errorClass":null,"httpStatus":null,"severity":"error","filePath":"v3/@claude-flow/neural/src/sona-manager.ts","lineNumber":486,"sourceCode":"  async applyAdaptations(\n    input: Float32Array,\n    domain?: string\n  ): Promise<Float32Array> {\n    const startTime = performance.now();\n\n    // Get relevant LoRA weights\n    const weights = domain\n      ? this.loraWeights.get(domain)\n      : this.loraWeights.get('default');\n\n    // Apply adaptations via mode implementation\n    const output = await this.modeImpl.applyLoRA(input, weights);\n\n    const latency = performance.now() - startTime;\n\n    // Verify performance target\n    if (latency > 0.05 && this.currentMode !== 'research' && this.currentMode !== 'batch') {\n      console.warn(`SONA adaptation exceeded target: ${latency.toFixed(3)}ms > 0.05ms`);\n    }\n\n    return output;\n  }\n\n  // ==========================================================================\n  // LoRA Management\n  // ==========================================================================\n\n  /**\n   * Get LoRA configuration for current mode\n   */\n  getLoRAConfig(): LoRAConfig {\n    return {\n      rank: this.config.loraRank,\n      alpha: this.config.loraRank * 2,\n      dropout: 0.05,\n      targetModules: ['q_proj', 'v_proj', 'k_proj', 'o_proj'],","sourceCodeStart":468,"sourceCodeEnd":504,"githubUrl":"https://github.com/ruvnet/ruflo/blob/fa13ee4ad60ac2090b1480656eb233521790d640/v3/@claude-flow/neural/src/sona-manager.ts#L468-L504","documentation":"Log warning in applyAdaptations: applying LoRA adaptations exceeded SONA's 0.05ms latency target (measured value reported) outside research/batch modes — a performance-budget breach signal, not a functional failure.","triggerScenarios":"Thrown at v3/@claude-flow/neural/src/sona-manager.ts:486 when the library encounters an invalid state.","commonSituations":"See trigger scenarios.","solutions":["Investigate the adaptation latency spike; if sustained, reduce adaptation frequency or optimize the SONA update path."],"exampleFix":null,"handlingStrategy":"validation","validationCode":null,"typeGuard":null,"tryCatchPattern":null,"preventionTips":[],"tags":[],"backgroundTag":null,"analyzedSha":"fa13ee4ad60ac2090b1480656eb233521790d640","analyzedAt":"2026-08-18T21:34:22.708Z","contentChangedAt":"2026-08-18T21:34:22.708Z","schemaVersion":2},"datasetVersion":"2026-09-14T00:17:10.932Z"}