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Deep dives into generative AI development, production deployment strategies, and technical insights from building real-world AI systems.

12 min read

Fine-tuning Llama 3.1 70B for Domain-Specific Code Generation

Deep dive into parameter-efficient fine-tuning techniques, LoRA configurations, and evaluation metrics for specialized coding tasks. Achieved 23% improvement in domain-specific accuracy.

Fine-tuningLlamaCode Generation
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8 min read

RAG vs Fine-tuning: Production Performance Analysis

Comprehensive comparison of retrieval-augmented generation versus fine-tuning approaches across different use cases, with real performance metrics and cost analysis.

RAGFine-tuningPerformance
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15 min read

Building Production-Ready AI Agents with n8n Workflows

Step-by-step guide to creating robust agentic AI systems using n8n, including error handling, monitoring, and scaling strategies for enterprise deployment.

AI Agentsn8nProduction
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10 min read

Optimizing SDXL Inference: From 8s to 1.2s Generation Time

Technical breakdown of optimization techniques including model quantization, TensorRT acceleration, and memory management for real-time image generation.

SDXLOptimizationPerformance
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7 min read

ElevenLabs API Integration: Advanced Voice Cloning Techniques

Exploring advanced voice synthesis techniques, custom model training, and production deployment strategies for high-quality audio generation.

ElevenLabsVoice SynthesisAPI
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9 min read

ComfyUI Workflow Automation for Marketing Asset Generation

Building scalable image generation pipelines using ComfyUI workflows, batch processing, and quality control systems for marketing teams.

ComfyUIMarketingAutomation
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