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7 docs tagged with "ai systems"

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AI Orchestration Patterns

Patterns for coordinating AI workers through fixed-role sequential pipelines with immutable canonical state, from the A2A Brainstorm design workspace.

Deterministic AI Pipelines

Reliable AI pipeline architecture using idempotent workers, explicit state stores, and orchestrator-controlled stage execution.

LLM Guardrails

Engineering patterns for constraining LLM behavior in production AI systems — input sanitization, output validation, revert-on-failure, and advisory isolation.

MD-AME: Autonomous Media Engine

Architecture breakdown of a dimension-parameterized autonomous YouTube production system using PostgreSQL RPC state machines, idempotency keys, and crash-safe cron replay.