Durable AI Execution

Patterns for AI workflows that survive partial failure and remain inspectable after each run.

Checkpointing

Checkpoint every meaningful transition: inputs, tool calls, decisions, outputs, and recovery metadata.

Replay

Replay turns failures into inspectable events instead of ambiguous model behavior.

Memory Layer

Episodic memory, semantic retrieval, compression, and replayable context for agents that need continuity.

Workflow Engine

Durable execution, retries, branching, checkpoints, and human gates for AI workflows in production.

Further reading

Related projects

Shipped systems where this concept runs in production.

orka OpenFatture xllama