#ai

Articles tagged with #ai

MoE Cost Analyzer: Benchmark Dense vs Mixture-of-Experts LLMs on Your Own Prompts with Real API Calls
Every team running LLMs in production eventually asks the same question: should we switch to a Mixture-of-Experts model? The MoE architecture activates fewer parameters per token, which means cheaper
Jul 21, 20268 min read3
Dataset Factory: A Production-Grade Benchmark Dataset Factory for AI Agent Evaluation
Evaluating AI agents requires benchmark datasets that are high-quality, diverse, balanced, and free of duplicates. Building those datasets by hand is slow, inconsistent, and hard to reproduce. The Mer
Jul 10, 202615 min read2
Tool Permission Matrix Builder & Validator: Structured, Visual Policy Management for AI Agent Teams
AI agents in production access tools that range from harmless read-only queries to irreversible destructive operations. Managing which agents can use which tools is a governance problem that most team
Jun 25, 20268 min read2
RAG Pipeline Stress Tester: Battle-Test Your RAG System Before It Reaches Production
Most RAG systems get tested with a handful of happy-path questions. Someone asks "what is machine learning?", gets a reasonable answer, and calls it done. Then it goes to production and users find the
May 12, 20269 min read1
Orbis: Turn Any GitHub Repository Into an Interactive 3D Dependency Graph
Understanding a large codebase is hard. You clone it, start reading files, and quickly lose track of how everything connects. Which modules are most depended on? Where are the circular dependencies? W
May 9, 20267 min read3
Prompt Compression Benchmarker: Cut LLM Input Costs by 35–63% With Measurable Quality Tracking
Most LLM cost comes from input tokens, the long documents, codebases, or conversation histories you send as context. There are several prompt compression algorithms available, but nobody tells you whi
May 6, 202612 min read4