Why Production LLM Agents Fail—And How NeuralBridge Fixes It Automatically

Production LLM calls fail at scale—timeouts, rate limits, and schema violations aren't edge cases but the norm, affecting 2-5% of calls at every provider. NeuralBridge embeds self-healing logic directly into the SDK, automatically diagnosing and recovering from failures in microseconds without external infrastructure. This eliminates the need for custom retry logic and gateway overhead, making reliable AI agents accessible to every development team.