Agentic AI
195 articles in this category (Page 1 of 9)
Build an MCP-Style Routed AI Agent System with Dynamic Tool Exposure
A technical guide on building MCP-style agent systems using dynamic tool exposure and context injection, limiting tool calls to a maximum of three per task for optimized reasoning.
Building Repository-Level Code Intelligence with Repowise and Graph Analysis
Repowise enables deep repository intelligence through graph-based PageRank analysis and dead-code detection, offering a structured approach to mapping dependencies and architectural decisions for LLM integration.
Poetiq Meta-System Achieves State-of-the-Art on LiveCodeBench Pro via Automated Inference Harnesses
Poetiq’s Meta-System boosted GPT 5.5 High to a 93.9% score on LiveCodeBench Pro by automatically generating a model-agnostic inference harness without fine-tuning.
NadirClaw: Building Cost-Aware LLM Routing with Local Prompt Classification
NadirClaw introduces an intelligent local routing layer that classifies prompts into simple and complex tiers, enabling dynamic switching between Gemini Flash and Pro to reduce LLM costs by up to 50%.