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deepcrew-ai v0.2.0: APEX, Agent Spawning, and Eight Features That Changed How I Build with AI

What shipping v0.1.0 taught me — and the eight things I needed to add before I'd let anyone use this in production: APEX confidence scoring, dynamic agent spawning, looping, skills, memory providers, retry/fallback, OpenTelemetry, and a CLI.

June 29, 202610 min readby Aayush Joshi
AI EngineeringMulti-AgentPythonLLMOpen SourceAgentic AIOpenTelemetry

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Originally published on Medium

Full implementation details, benchmarks & more examples

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