Articles about Checkpointing — exploring patterns, best practices, and real-world implementations in production systems.
5 posts tagged with checkpointing. ← All posts
Durable workflows in Go: checkpoint and rehydrate, pause on a RequestPort for a human, nest sub-workflows, and coordinate through scoped shared state.
Durable MAF workflows in Go: checkpoint and rehydrate a fresh graph, pause on a RequestPort for a human, nest sub-workflows, and coordinate via scoped shared state.
Durable workflows in Python: checkpoint and resume, pause for a human with request_info, and package a workflow as an agent.
Durable MAF workflows in Python: checkpoint and resume every superstep, suspend on request_info for a human decision, and package a workflow as an agent.
How to snapshot a workflow after every super-step, then rewind the same live run to an earlier checkpoint and replay from it.
Same guess-the-number graph, but RestoreCheckpoint rewinds the live run to the 6th snapshot and replays forward — no fresh workflow instance needed.
How to snapshot a running workflow at every super-step, then throw the instance away and rebuild a fresh workflow that resumes from a saved checkpoint.
A cyclic guess-the-number workflow snapshots state each super-step, then a brand-new workflow instance is rehydrated from a checkpoint via ResumeStreaming.
Long or human-gated workflows can't live only in memory — hand the builder a CheckpointStorage and it snapshots state after each superstep, so you can restore and resume.
Hand the builder a CheckpointStorage and it snapshots state after each superstep, so you can list saved checkpoints and resume from an id.
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.