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In-depth guides on AI benchmarking, deployment, and best practices
Best Open LLMs (2025)
Local Models
Stephen M. Walker II
Top Coding Agents (2025)
Coding Agent
Benched.ai Editorial Team
Best AI Podcasts for Technical Insight
Podcasts
Benched.ai Editorial Team
Context engineering
Prompt Engineering
Benched.ai Editorial Team
Learn LLMs the Karpathy Way
Learning ML
Stephen M. Walker II
GPT-5 vs o4 Training
Training Data
Benched.ai Editorial Team
GPT-5 Dataset
Training Data
Benched.ai Editorial Team
LLM as a judge explained
Evaluation
Benched.ai Editorial Team
OpenAI Agents SDK
Agent SDK
Benched.ai Editorial Team
Prompt files
Prompt Files
Benched.ai Editorial Team
LLM monitoring
Monitoring
Benched.ai Editorial Team
Prompt management
Prompt Management
Benched.ai Editorial Team
Top vector databases
Vector Databases
Benched.ai Editorial Team
AI is blurring PM and engineer roles
Product Roles
Benched.ai Editorial Team
Structured outputs
Structured Outputs
Benched.ai Editorial Team
LLM benchmarks
Benchmarks
Benched.ai Editorial Team
RAG architectures
RAG
Benched.ai Editorial Team
Model distillation
Distillation
Benched.ai Editorial Team
LLM guardrails
Guardrails
Benched.ai Editorial Team
Prompt caching
Caching
Benched.ai Editorial Team
Tree of thoughts prompting
Reasoning
Benched.ai Editorial Team
Chain of thought prompting
Reasoning
Benched.ai Editorial Team
Understanding foundation models
Foundation-models
Benched.ai Editorial Team
EU AI Act guide for developers
Policy
Benched.ai Editorial Team
Retrieval augmented generation explained
RAG
Benched.ai Editorial Team
Evaluating LLM applications
Llm-evaluation
Benched.ai Editorial Team
Building the right team for generative AI
Teams
Benched.ai Editorial Team
How to maximize LLM performance
Optimization
Benched.ai Editorial Team
Fine-tuning GPT-3.5 Turbo
Fine-tuning
Benched.ai Editorial Team
Prompt engineering 101
Prompt Engineering
Benched.ai Editorial Team
Improving GPT-3 with human feedback
Fine Tuning
Benched.ai Editorial Team
Test metrics
Metrics
Benched.ai Editorial Team
What is human-in-the-loop AI
Human-in-the-Loop
Benched.ai Editorial Team
Active learning platform
Active Learning
Benched.ai Editorial Team
How good is GPT-3 in practice
Gpt-3
Benched.ai Editorial Team
Setting Up a Benchmarking Workflow
Benchmarking
Benched.ai Editorial Team
Choosing the Right Model
Model Selection
Benched.ai Editorial Team
Cost Optimization for AI Workloads
Cost Optimization
Benched.ai Editorial Team
Evaluating Inference Providers
Inference Providers
Benched.ai Editorial Team
Getting Started with AI Benchmarks
Benchmarks
Benched.ai Editorial Team
Handling Large Context Windows
Context Windows
Benched.ai Editorial Team
Implementing the Model Context Protocol
Context Protocol
Benched.ai Editorial Team
Monitoring Model Performance
Monitoring
Benched.ai Editorial Team
Prompt Management Best Practices
Prompt Management
Benched.ai Editorial Team
Working with AI Assistants
Assistants
Benched.ai Editorial Team