Data and AI releases

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prefect 3.4.21 - Memory Lane Has a TTL

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Released on October 02, 2025 Enhancements ➕➕ - Add automatic local dependency discovery for flow bundles - Allow serving instance methods - Add task run tags as related resources on task run events - Enable configurable lease timeout durations - Improve CLI import performance Bug Fixes 🐞 - Improve deployment validation error messages - Fix KeyError when...

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Also shipped Oct 2, 2025Prefect in October 2025 →

Cloudflare Fundamentals, Access - Fine-grained Permissioning for Access for Apps, IdPs, & Targets now in Public Beta

Fine-grained permissions for Access Applications, Identity Providers (IdPs), and Targets is now available in Public Beta. This expands our RBAC model beyond account & zone-scoped roles, enabling administrators to grant permissions scoped to individual resources. What's New Access Applications ↗ : Grant admin permissions to specific Access Applications.

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Updated support for OpenAI GPT-OSS (gpt-oss-120b) - Tool calling with strict: true (constrained decoding) -...

Updated support for OpenAI GPT-OSS (gpt-oss-120b) Tool calling with strict: true (constrained decoding) Response format with json_schema when using strict=true Response format with json_object when using strict=true tool_choice: none Updated JSON Schema limitations: Nested levels increases from 5 to 10 Max properties increases from 100 to 500 Enabled...

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Prefect 3.4.23 - Would you like some API in your CLI?

Released on October 09, 2025 Enhancements ➕➕ - feat(client): allow using custom SSL contexts - Add prefect api command for direct API access Bug Fixes 🐞 - Add support for day_or parameter in cron schedule configurations - Fix interference in async cancellation handling from timeout_async context manager - Fix recursive local module discovery in bundle...

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Prefect 3.4.20 - Search Party

Released on September 25, 2025 Enhancements ➕➕ - Add text search for events and logs filtering - Vertical scale prefect server with workers Bug Fixes 🐞 - Add polling fallback for FlowRunCancellingObserver - Fix pydantic-settings 2.11+ compatibility warnings Development & Tidiness 🧹 - Fix documentation links in server code docstrings Documentation 📓 -...

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Prefect 3.4.24 - The Un-Crashening

Released on October 16, 2025 Enhancements ➕➕ - Add flow run watching with interleaved events and logs - Use shared websocket utilities for Subscription SSL and proxy support - Add --all flag to prefect automation delete Experimental 🧪 - Introduce experimental plugin system Bug Fixes 🐞 - Mitigate memory leak in in-memory messaging system - Fix duplicate...

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Prefect 3.4.25 - A slice of π-thon

Released on October 23, 2025 Enhancements ➕➕ - Add Python 3.14 support - Unify sync and async client methods Bug Fixes 🐞 - Upgrade Docker image SQLite to 3.50.4 to address CVE-2025-6965 - Fix GitLab credentials for self-hosted instances and deploy tokens - Make MemoryLockManager serializable with cloudpickle - Suppress noisy concurrency warnings for...

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Prefect 3.5.0 - 🎃 The Exorcism of Python 3.9 👻

Released on October 31, 2025 With the removal of Python 3.9 support, Prefect now requires Python 3.10 or later. This means you can finally say goodbye to from __future__ import annotations in your workflow code, native type annotations are now standard!

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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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