Blog
Prediction market analysis, strategies, and research. 3 articles.
guides4h ago6 min
How to Build a World-Aware Agent with the OpenAI Agents SDK
The OpenAI Agents SDK gives you tools, handoffs, and guardrails. But your agent still doesn't know what day it is. Here is how to fix that.
#openai#agents-sdk#world-aware-agent#real-time-data
guides4h ago8 min
How to Build a World-Aware CrewAI Crew
A CrewAI crew where every agent shares the same real-time world context. The research analyst, the risk officer, and the writer all see the same probabilities — no contradictions.
#crewai#world-aware-agent#multi-agent#real-time-data
guides4h ago7 min
How to Build a World-Aware LangChain Agent
Your LangChain agent has no idea what happened today. Here is how to give it real-time world awareness with one API call — no news scraping, no search, no extra tokens wasted.
#langchain#world-aware-agent#agent-context#real-time-data