Data and AI releases

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prefect 2.20.24 - They Don't Make Workers Like This Anymore

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- fix: use Pydantic v1 compatible worker metadata for Prefect 2.x

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Also shipped Nov 24, 2025Prefect in November 2025 →

WAF Release - 2025-11-24

This week highlights enhancements to detection signatures improving coverage for vulnerabilities in FortiWeb, linked to CVE-2025-64446, alongside new detection logic expanding protection against PHP Wrapper Injection techniques. Key Findings This vulnerability enables an unauthenticated attacker to bypass access controls by abusing the CGIINFO header.

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Debug Guides and Surveys with the Amp Chrome Extension

Description: • Quick access to verify SDK Setup • Troubleshoot guides and surveys or Preview one directly • View user properties • View all forwarded events or send a test event to trigger a g/s Why: Knowing and running JS console commands is a hurdle for customers who need visibility into G/S setup.

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We now support Predicted Outputs for faster generation when large portions of the output are known in advance

We now support Predicted Outputs for faster generation when large portions of the output are known in advance. Provide a draft of the expected response via the prediction field, and the model will efficiently reuse unchanged tokens while regenerating only those that differ. Ideal for code editing, document revisions, and template-based responses.

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Nova-3 Model Update

🎯 Nova-3 supports 10 new languages We've added support for 10 new languages with non-English monolingual Nova-3 models. This continues our effort to significantly expand Nova-3 language support beyond English.

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More from PrefectEvery Prefect release →

Prefect 3.6.4 - No Deployment Left Unparametrized

Bug Fixes 🐞 - fix: preserve event template parameters in deployment triggers - Fix truncating log behavior Integrations & Dependencies 🤝 - Chore: Bump ui library Documentation 📓 - docs: Add migration note about unmapped mutable objects

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Prefect 3.6.3 - That's JSON Bourne

Enhancements ➕➕ - Add -o json output option to prefect flow-run ls command - fix: allow pause_flow_run() to pause parent flow when called from task Bug Fixes 🐞 - Use acquisition service pattern for lease-based concurrency slots - fix: respect subflow attributes (log_prints, result_storage) when running inside task - fix: defer forward reference resolution...

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Prefect 3.6.5 - Batch Me If You Can

3.6.5 - Batch Me If You Can Released on December 04, 2025 Enhancements ➕➕ Raise if event is too big Support Path objects in result_storage parameter Hide "Join the Community" in air-gapped deployments Parametrize xreadgroup batch size in consumer and add EventPersister service setting Parametrize xautoclaim batch size Parametrize TaskRunRecorder and Trigger...

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Prefect 3.6.2 - The Missing Link

Enhancements ➕ - Add causal link from automation action events to triggering events Bug Fixes 🐞 - cap retry-after for concurrency limits to prevent excessive delays - accept numeric values for PREFECT_API_SERVICES_LATE_RUNS_AFTER_SECONDS - add work_queue_id to DeploymentResponse Development & Tidiness 🧹 - correct GitHub Actions conditional syntax in...

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Prefect 2.20.25 - Latest and Greatest

Bug Fixes 🐞 - fix: update 2-latest Docker tag on all 2.x releases Integrations & Dependencies 🤝 - chore(deps): update asyncpg requirement from =0.23 to >=0.23,<0.32.0

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Prefect 3.6.1 - Pop, Lock it, Docket

Enhancements ➕ - Add client methods for querying events via REST API Bug Fixes 🐞 - Fix interactive deploy CLI selecting wrong flow when opting out - Fix deployment.parameters in nested flows using ContextVars - Add logfire sampling configuration and fix boolean env var handling Integrations & Dependencies 🤝 - Upgrade pydocket to stable 0.13.0 release

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Prefect 3.6.6 - The Eternal Docket of the Spotless Server

3.6.6 - The Eternal Docket of the Spotless Server Released on December 08, 2025 Enhancements ➕➕ Add client-side configuration for deployment concurrency grace period Add PostgreSQL search_path support via settings Add memory safeguards to event persister service Add perpetual services infrastructure and convert cancellation_cleanup to perpetual Docket task...

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Prefect 3.6.0

This release adds pydocket, a background task system, to replace FastAPI's background_tasks. Background tasks now include automatic retries and can optionally use Redis as a backing layer for enhanced durable execution.

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