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Andrey Cheptsov
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Update Graphsignal case study: enlarge image and add next steps section
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docs/blog/posts/graphsignal.md

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@@ -109,7 +109,7 @@ Once installed, they let an agent work directly with `dstack` configs and CLI co
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Claude Code can use Graphsignal telemetry to decide what to change next, then use `dstack` to generate the updated service config and invoke the CLI on the team’s behalf.
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<img src="https://dstack.ai/static-assets/static-assets/images/graphsignal-debug-chat.png" width="630" />
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<img src="https://dstack.ai/static-assets/static-assets/images/graphsignal-debug-chat.png" width="750" />
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The point is not a single benchmark run, but a repeatable workflow in which deployment, measurement, and optimization stay inside the same system.
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Instead of treating performance testing as a separate script, the team can run it as a loop: benchmark a live endpoint, inspect logs and telemetry for the same time window, identify bottlenecks, update the `dstack` service config, redeploy, and run the next iteration.
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*Huge thanks to Dmitry Melikyan and Bogdan Sulima at Graphsignal for feedback and collaboration. For more details, see Graphsignal’s engineering post on [autodebug](https://graphsignal.com/blog/autodebug-telemetry-driven-inference-optimization-loop/).*
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!!! info "What's next?"
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1. Follow the [`Installation`](../../docs/installation.md) and [`Quickstart`](../../docs/quickstart.md) guides
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2. Explore [`dev environments`](../../docs/concepts/dev-environments.md), [`tasks`](../../docs/concepts/tasks.md), [`services`](../../docs/concepts/services.md), and [`fleets`](../../docs/concepts/fleets.md)
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3. Use Graphsignal’s [`dstack` integration guide](https://graphsignal.com/docs/integrations/dstack/) to add profiling, tracing, and monitoring to a `dstack` inference service

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