The Fallback Is the Contract: Reliability Patterns for...
Every LLM-backed agent in this platform has a deterministic rule-based fallback. The case always finalises. The fallback isn't a workaround — it's the contract.
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Large Language Models (LLMs) power the reasoning layer in these multi-agent systems. Posts cover LLM reliability engineering, token budget management, provider abstraction patterns, and the operational challenges of running LLM-backed services in production with predictable cost and latency.
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All posts on this site are written by Pratik Dhanave, an Agentic AI Architect with 7+ years building production distributed systems, multi-agent AI platforms, and cloud-native infrastructure. About the author → Each article includes working code, architecture diagrams, and references to the specific frameworks and standards discussed. Browse all posts or explore related topics using the tag cloud above.