Blog

Context Engineering Articles

Technical writing on LLM token costs, AI agent memory, and OpenID Connect — by the ContextIQ team.

AI Agent Memory Architecture: How LangGraph, CrewAI, AutoGen, and OpenAI Agents SDK Manage Context

A breakdown of the four AI agent memory layers — working, episodic, semantic, and procedural — and how LangGraph, CrewAI, AutoGen, and OpenAI Agents SDK implement each in production.

June 3, 2026Trango Compute Inc.

token costsGPT-4oClaude 3.5 Sonnet

GPT-4o vs Claude 3.5 Sonnet vs Gemini 1.5 Pro: Token Cost Comparison at 10k req/day

A practical cost breakdown comparing GPT-4o, Claude 3.5 Sonnet, and Gemini 1.5 Pro at production scale. See exact token prices, cost projections at 10,000 requests per day, and which model wins on value for different workloads.

June 2, 2026Trango Compute Inc.

← See all ContextIQ tools