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GPT-4o ⚙️ Technical Advanced

Multi-Agent Workflow Architecture

Design a production-grade multi-agent system with specialized sub-agents, orchestration logic, shared memory, and error recovery.

GPT-4o ⚙️ Technical Advanced

Self-Evaluating Prompt Improvement Agent

Build an agent that systematically tests, scores, and improves prompts over time using structured feedback loops and evaluation criteria.

GPT-4o ⚙️ Technical Advanced

Agent Memory and State Management System

Design a persistent memory and state management architecture for AI agents that need to maintain context across sessions and coordinate shared knowledge.

GPT-4o ⚙️ Technical Advanced

Long-Context Codebase Analysis Agent

Build an agent that ingests entire codebases using long-context models and delivers architectural analysis, security audits, and refactoring recommendations.

GPT-4o ⚙️ Technical Advanced

Agent Handoff and Escalation Protocol

Design a robust handoff and escalation system for multi-agent pipelines that ensures tasks complete reliably even when individual agents fail.