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2 changes: 1 addition & 1 deletion workshop/18-share-and-reuse.md
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Expand Up @@ -92,7 +92,7 @@ This hint saves teammates guesswork when they first open the file.
- [ ] A teammate (or you in a second repo) has successfully imported the template with `gh aw add`

<!-- journey: all -->
**Next:** [What's Next? Keep Exploring](14-next-steps.md)
**Next:** [Build a Research-Driven Next Training Node](19-research-driven-training-node.md)
<!-- /journey -->


2 changes: 1 addition & 1 deletion workshop/19-research-driven-training-node.md
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Expand Up @@ -82,7 +82,7 @@ gh aw compile --validate
- [ ] You ran lint and compile validation before preparing a PR

<!-- journey: all -->
**Next:** [Learning GitHub Agentic Workflows](README.md)
**Next:** [Make Your Workflow Remember Across Runs](20-persistent-memory.md)
<!-- /journey -->


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2 changes: 1 addition & 1 deletion workshop/20-persistent-memory.md
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Expand Up @@ -148,7 +148,7 @@ git push
- [ ] After opening a new issue and running again, only the new issue is reported

<!-- journey: all -->
**Next:** [Learning GitHub Agentic Workflows](README.md)
**Next:** [Split Complex Workflows with Inline Sub-Agents](21-inline-sub-agents.md)
<!-- /journey -->


2 changes: 1 addition & 1 deletion workshop/21-inline-sub-agents.md
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Expand Up @@ -117,7 +117,7 @@ Trigger a manual run. In the Actions log, confirm the parent agent calls your su
- [ ] The final workflow output used the sub-agent result

<!-- journey: all -->
**Next:** [Learning GitHub Agentic Workflows](README.md)
**Next:** [Make Your Workflows Resilient to Failure](22-error-handling-and-resilience.md)
<!-- /journey -->


2 changes: 1 addition & 1 deletion workshop/22-error-handling-and-resilience.md
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Expand Up @@ -119,7 +119,7 @@ After pushing:
- [ ] You can name at least two common agentic workflow failure modes and how to mitigate them

<!-- journey: all -->
**Next:** [What's Next? Keep Exploring](14-next-steps.md)
**Next:** [Test Your Prompt Ideas with A/B Experiments](23-ab-experiments.md)
<!-- /journey -->


2 changes: 1 addition & 1 deletion workshop/23-ab-experiments.md
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Expand Up @@ -149,7 +149,7 @@ After enough runs (10+ per variant reduces variation), compare usefulness and to
- [ ] You can explain what you would do once a winning variant is identified

<!-- journey: all -->
**Next:** [Learning GitHub Agentic Workflows](README.md)
**Next:** [Run Your Agentic Workflow on a Self-Hosted Runner](24-self-hosted-runners.md)
<!-- /journey -->


2 changes: 1 addition & 1 deletion workshop/24-self-hosted-runners.md
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Expand Up @@ -174,7 +174,7 @@ Commit the updated lock file before triggering your next workflow run.
- [ ] No workflow steps failed due to runner availability or label mismatch

<!-- journey: all -->
**Next:** [What's Next? Keep Exploring](14-next-steps.md)
**Next:** [Audit and Monitor Your Agentic Workflows](25-audit-and-observability.md)
<!-- /journey -->


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