Cost Optimization
Prompt Caching: Reduce LLM Costs by 90% with Optimization
Master prompt caching: cache warming, paged attention & prefix caching. Learn OpenAI, Anthropic & AWS Bedrock optimizations for 60-90% cost reduction.
•12 min read
Blog
Deep dives into AI engineering, production deployment, MLOps, and modern machine learning practices.
Showing 64-72 of 79 articles
AI Infrastructure
AI-Native Platforms 2026: Build for the $8.4B API Economy
Master AI-native platforms for 2026: GPU orchestration, resource management, API economics, and deployment strategies that scale to billions in AI spending.
•29 min read
MLOps
AI Agent Observability 2025: Trace & Monitor Agentic Systems
Master AI agent observability with OpenTelemetry, distributed tracing & real-time monitoring. Learn session tracing, quality scoring, and agent debugging.
•11 min read
LLM Engineering
Multimodal AI Production 2026: Build with GPT-5, Vision & Audio
Master multimodal AI with GPT-5, vision, audio & text. Learn architecture patterns, implementation strategies & real-world use cases for scale deployment.
•12 min read
AI Infrastructure
LLM Gateways 2026: Mission-Critical Production AI Guide
Master LLM gateway architecture for production AI: multi-provider strategies, cost optimization, security, monitoring, and resilience for billions spent.
•11 min read
LLM Engineering
LLM Fine-Tuning 2026: LoRA to QLoRA Production Strategies
Master parameter-efficient fine-tuning for LLMs: when to fine-tune vs. RAG, implement LoRA & QLoRA, optimize deployment & reduce costs by 99%.
•12 min read
Fun Coding
Creative Python Projects: From Code to Romantic Gestures
Create 5 creative AI projects with Python, ChatGPT & GPT-5: personalized messages, AI art generation, voice messages, and interactive experiences. Build meaningful projects with AI in 2025.
•17 min read
MLOps
AI Model Evaluation & Monitoring 2026: Production Guide
Master production AI evaluation with metrics, tools & strategies: continuous monitoring, drift detection, A/B testing & hybrid approaches improving quality by 40%.
•12 min read
Agentic AI
Agent Orchestration 2026: LangGraph, CrewAI & AutoGen Guide
Compare LangGraph, CrewAI & AutoGen for AI agent orchestration. Learn when to use each framework, implementation patterns, and production strategies.
•15 min read