Durability
A workflow engine should preserve state through crashes, rate limits, tool failures, and human approval delays.
AI Workflow Engines
Durable workflow design for AI systems that need branching, retries, persistence, and audit trails.
workflow architecture diagram. Nodes: start, branch, retry, gate, commit, checkpoint. Flow: start to branch (primary); branch to gate (primary); gate to commit (primary); branch to retry (supporting); retry to branch (loop); gate to checkpoint (feedback).
Control plane
The control plane exposes run state, traces, retries, approvals, and eval results as operational data.
Workflow Engine
Durable execution, retries, branching, checkpoints, and human gates for AI workflows in production.
workflow architecture diagram. Nodes: start, branch, retry, gate, commit, checkpoint. Flow: start to branch (primary); branch to gate (primary); gate to commit (primary); branch to retry (supporting); retry to branch (loop); gate to checkpoint (feedback).
Evaluation Systems
Regression suites, adversarial cases, trace review, cost tracking, and evidence that a system is ready to ship.
evals architecture diagram. Nodes: trace, cases, score, regress, report, fix. Flow: trace to cases (primary); cases to score (primary); score to report (primary); score to regress (feedback); regress to fix (supporting); fix to trace (loop).
Related projects
Shipped systems where this concept runs in production.
Have a project in mind?
Tell me about the operational problem you want to solve. A few lines about the context and the systems involved are enough for a first assessment.