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@yaron2 yaron2 commented Dec 10, 2025

Adds the documentation for how to let Dapr manage the session data for OpenAI agents with a first class integration.

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@yaron2 yaron2 requested review from a team as code owners December 10, 2025 00:42
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Some comments after trying this out.

yaron2 and others added 6 commits December 11, 2025 19:32
…ex.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: Yaron Schneider <schneider.yaron@live.com>
…ai-agents-sessions.md

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…ai-agents-sessions.md

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…ai-agents-sessions.md

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…ai-agents-sessions.md

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Signed-off-by: Yaron Schneider <schneider.yaron@live.com>
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Similar to the #4973 and #4972 I think we should aggregate docs around agents / agentic together. I got a suggestion in #4973 for a structure

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Similar to the #4973 and #4972 I think we should aggregate docs around agents / agentic together. I got a suggestion in #4973 for a structure

Agreed. I replied.

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You should add the redis state store session state view command IMO

…ai-agents-sessions.md

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Signed-off-by: Yaron Schneider <schneider.yaron@live.com>
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The links will break again unless reverted. The others are just suggestions

yaron2 and others added 2 commits December 15, 2025 11:08
Co-authored-by: Casper Nielsen <casper@diagrid.io>
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…ents/_index.md

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Signed-off-by: Mark Fussell <markfussell@gmail.com>
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…oduction.md

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…oduction.md

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yaron2 and others added 4 commits December 16, 2025 14:38
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LGTM

@msfussell msfussell merged commit 803744d into v1.16 Dec 17, 2025
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msfussell added a commit that referenced this pull request Jan 16, 2026
* Multi-application Workflows  (#4847)

* cross-app docs

Signed-off-by: Cassandra Coyle <cassie@diagrid.io>

* Extended cross-app docs

Signed-off-by: Albert Callarisa <albert@diagrid.io>

* called suborchestrators 'child workflow' for consistency

Signed-off-by: Albert Callarisa <albert@diagrid.io>

* Merge both multi-app pieces

Signed-off-by: Albert Callarisa <albert@diagrid.io>

* Changed link from workflow overview

Signed-off-by: Albert Callarisa <albert@diagrid.io>

* Applied suggestions from review

Signed-off-by: Albert Callarisa <albert@diagrid.io>

* Shortened sample code to show just the necessary pieces

Signed-off-by: Albert Callarisa <albert@diagrid.io>

* Update daprdocs/content/en/developing-applications/building-blocks/workflow/workflow-overview.md

Signed-off-by: Mark Fussell <markfussell@gmail.com>

* Update daprdocs/content/en/developing-applications/building-blocks/workflow/workflow-multi-app.md

Signed-off-by: Mark Fussell <markfussell@gmail.com>

---------

Signed-off-by: Cassandra Coyle <cassie@diagrid.io>
Signed-off-by: Albert Callarisa <albert@diagrid.io>
Signed-off-by: Mark Fussell <markfussell@gmail.com>
Co-authored-by: Albert Callarisa <albert@diagrid.io>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* Update README with clearer navigation instructions

Clarified instructions for navigating to the docs repo root folder and updated submodule instructions.

Signed-off-by: Mark Fussell <markfussell@gmail.com>

* Update Alpha APIs doc

* feat: conversation api toolcalling support documentation (#4769)

* docs: add tool call support in conversation api docs

Signed-off-by: Samantha Coyle <sam@diagrid.io>

* fix: address feedback

Signed-off-by: Samantha Coyle <sam@diagrid.io>

---------

Signed-off-by: Samantha Coyle <sam@diagrid.io>
Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>
Co-authored-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Workflow multi app typo (#4876)

* Update Alpha APIs doc

* Fixed typos and rephrased a confusing sentence

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

* Reverting accidental changes

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

---------

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>
Co-authored-by: msfussell <markfussell@gmail.com>

* docs: add Dapr Agents references to core documentation pages (#4870)

* docs: add Dapr Agents documentation references across core pages (fixes #4869)

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

* Addressing the feedback in the pr

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

---------

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* [1.16] Update Go workflow examples to use vanity client (#4874)

* [1.16] Update Go workflow examples to use vanity client

Signed-off-by: joshvanl <me@joshvanl.dev>

* Rename `StartWorkflow` to `ScheduleWorkflow`

Signed-off-by: joshvanl <me@joshvanl.dev>

* Updates types for workflow multi-app example

Signed-off-by: joshvanl <me@joshvanl.dev>

---------

Signed-off-by: joshvanl <me@joshvanl.dev>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* Fix for issue #4879: Added consistent code samples, instructions and links

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

* Updated conversation api docs to latest alpha v2, refresh sample request, add metadata, remove redundant fields like name, fixes #4687

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

* Added 'How the Outbox Works' section and expand requirements with int… (#4875)

* Added 'How the Outbox Works' section and expand requirements with internal topic details

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

* Update daprdocs/content/en/developing-applications/building-blocks/state-management/howto-outbox.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

* Update daprdocs/content/en/developing-applications/building-blocks/state-management/howto-outbox.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

* Update daprdocs/content/en/developing-applications/building-blocks/state-management/howto-outbox.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

* Update daprdocs/content/en/developing-applications/building-blocks/state-management/howto-outbox.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

* Update daprdocs/content/en/developing-applications/building-blocks/state-management/howto-outbox.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

* Update daprdocs/content/en/developing-applications/building-blocks/state-management/howto-outbox.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

* Update daprdocs/content/en/developing-applications/building-blocks/state-management/howto-outbox.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

* Update daprdocs/content/en/developing-applications/building-blocks/state-management/howto-outbox.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

* Update howto-outbox.md

Applied suggestions from the review manually.

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

* Updated the diagram with Dapr-styled version

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

---------

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>
Co-authored-by: Marc Duiker <marcduiker@users.noreply.github.com>

* docs: update max-body-size documentation (#4873)

* docs: update max-body-size documentation

closes #4670

Signed-off-by: Mike Nguyen <hey@mike.ee>

* docs: update max-body-size documentation and deprecation notices

closes #4670

Signed-off-by: Mike Nguyen <hey@mike.ee>

* docs: clarify deprecation notice

closes #4670

Signed-off-by: Mike Nguyen <hey@mike.ee>

* Update daprdocs/content/en/operations/configuration/increase-request-size.md

Signed-off-by: Mark Fussell <markfussell@gmail.com>

* tidy

Signed-off-by: Mike Nguyen <hey@mike.ee>

---------

Signed-off-by: Mike Nguyen <hey@mike.ee>
Signed-off-by: Mark Fussell <markfussell@gmail.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* Update daprdocs/content/en/developing-applications/building-blocks/conversation/howto-conversation-layer.md

Co-authored-by: Marc Duiker <marcduiker@users.noreply.github.com>
Signed-off-by: Mark Fussell <markfussell@gmail.com>

* Update daprdocs/content/en/developing-applications/building-blocks/conversation/howto-conversation-layer.md

Co-authored-by: Marc Duiker <marcduiker@users.noreply.github.com>
Signed-off-by: Mark Fussell <markfussell@gmail.com>

* Order APIs and Components alphabetically (#4883)

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* Added prompt caching details (#4882)

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* [1.16] Adds workflow limitations (#4865)

* [1.16] Adds workflow limitations

Updates state store table to include supported stores.

Adds a warning emoji to state stores which have workflow limitations.

Adds workflow limitation sections to the cosmosDB & dynamodb setup docs.

Signed-off-by: joshvanl <me@joshvanl.dev>

* Updates limitation sections. Remove localizations

Signed-off-by: joshvanl <me@joshvanl.dev>

* Apply suggestions from code review

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: Josh van Leeuwen <me@joshvanl.dev>

* Adds section on the number of records that are saved by workflow shape

Signed-off-by: joshvanl <me@joshvanl.dev>

* Mark dynamo and cosmosdb state stores as not supporting workflows in
table

Signed-off-by: joshvanl <me@joshvanl.dev>

* Update daprdocs/content/en/reference/components-reference/supported-state-stores/setup-azure-cosmosdb.md

Signed-off-by: Mark Fussell <markfussell@gmail.com>

* Apply suggestions from code review

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: Josh van Leeuwen <me@joshvanl.dev>

* Adds production warning to cosmos & dynamo

Signed-off-by: joshvanl <me@joshvanl.dev>

* Removes warning from state template

Signed-off-by: joshvanl <me@joshvanl.dev>

* Update daprdocs/content/en/reference/components-reference/supported-state-stores/setup-azure-cosmosdb.md

Signed-off-by: Mark Fussell <markfussell@gmail.com>

* Update daprdocs/content/en/reference/components-reference/supported-state-stores/setup-dynamodb.md

Signed-off-by: Mark Fussell <markfussell@gmail.com>

---------

Signed-off-by: joshvanl <me@joshvanl.dev>
Signed-off-by: Josh van Leeuwen <me@joshvanl.dev>
Signed-off-by: Mark Fussell <markfussell@gmail.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>
Co-authored-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Reverting back from snake case to camel case

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

* Multi-app workflows: improve docs and images (#4878)

* add complex wf illustration and fix other image

Signed-off-by: Cassandra Coyle <cassie@diagrid.io>

* cleanup

Signed-off-by: Cassandra Coyle <cassie@diagrid.io>

* update howto author wfs

Signed-off-by: Cassandra Coyle <cassie@diagrid.io>

* update go code to use vanity client

Signed-off-by: Cassandra Coyle <cassie@diagrid.io>

* Apply suggestions from code review

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: Cassie Coyle <cassie.i.coyle@gmail.com>

* add scheduleworkflow note

Signed-off-by: Cassandra Coyle <cassie@diagrid.io>

* update images

Signed-off-by: Cassandra Coyle <cassie@diagrid.io>

---------

Signed-off-by: Cassandra Coyle <cassie@diagrid.io>
Signed-off-by: Cassie Coyle <cassie.i.coyle@gmail.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>
Co-authored-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Prepare branch 1.16 to be latest (#4858)

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* Update supported version table (+ procedure) (#4890)

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Update to download-artifact@v4

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* [1.16] Adds configuration-overview.md section on Workflow (#4889)

* [1.16] Adds configuration-overview.md section on Workflow

Fixes #4884

Signed-off-by: joshvanl <me@joshvanl.dev>

* Update configuration-overview.md

Moving workflow section and adding link in the index

Signed-off-by: Mark Fussell <markfussell@gmail.com>

---------

Signed-off-by: joshvanl <me@joshvanl.dev>
Signed-off-by: Mark Fussell <markfussell@gmail.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* Enhanced the OpenAI conversation component docs to include Azure seciton (#4887)

* Enhanced the OpenAI conversation component documentation to include Azure OpenAI configuration guidance.

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

* Update daprdocs/content/en/reference/components-reference/supported-conversation/openai.md

Signed-off-by: Mark Fussell <markfussell@gmail.com>

---------

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>
Signed-off-by: Mark Fussell <markfussell@gmail.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* feat: add missing 1.15 versions (#4892)

Signed-off-by: nelson.parente <nelson_parente@live.com.pt>

* Add back artifact upload for Algolia search (#4893)

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Change Algolia index name from 'daprdocs' to 'crawler_dapr'

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Fixed random typos from all over the docs

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

* Remove Algolia script, update html to use hugo yaml

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Enhance AWS Secrets Manager documentation and YAML configuration to include support for multiple key-value pairs per secret

Signed-off-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>

* Removing wait_until_ready, it has been renamed for consistency

Signed-off-by: Albert Callarisa <albert@diagrid.io>

* Adds documentation for `$ dapr scheduler`

See dapr/cli#1559

Signed-off-by: joshvanl <me@joshvanl.dev>

* Python supports multi-app calls

Signed-off-by: Albert Callarisa <albert@diagrid.io>

* Apply suggestion from @alicejgibbons

Co-authored-by: Alice Gibbons <alicejgibbons@gmail.com>
Signed-off-by: Mirel <15373565+MyMirelHub@users.noreply.github.com>

* Apply suggestion from @alicejgibbons

Co-authored-by: Alice Gibbons <alicejgibbons@gmail.com>
Signed-off-by: Mirel <15373565+MyMirelHub@users.noreply.github.com>

* Apply suggestion from @alicejgibbons

Co-authored-by: Alice Gibbons <alicejgibbons@gmail.com>
Signed-off-by: Mirel <15373565+MyMirelHub@users.noreply.github.com>

* Apply suggestion from @alicejgibbons

Co-authored-by: Alice Gibbons <alicejgibbons@gmail.com>
Signed-off-by: Mirel <15373565+MyMirelHub@users.noreply.github.com>

* Apply suggestion from @alicejgibbons

Co-authored-by: Alice Gibbons <alicejgibbons@gmail.com>
Signed-off-by: Mirel <15373565+MyMirelHub@users.noreply.github.com>

* Apply suggestion from @alicejgibbons

Co-authored-by: Alice Gibbons <alicejgibbons@gmail.com>
Signed-off-by: Mirel <15373565+MyMirelHub@users.noreply.github.com>

* Apply suggestion from @alicejgibbons

Co-authored-by: Alice Gibbons <alicejgibbons@gmail.com>
Signed-off-by: Mirel <15373565+MyMirelHub@users.noreply.github.com>

* Updated /v1.0-alpha1/conversation to /v1.0-alpha2/conversation (#4899)

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>
Co-authored-by: Yaron Schneider <schneider.yaron@live.com>

* Add 1.16.1 version (#4915)

Signed-off-by: Alice Gibbons <alice@diagrid.io>
Co-authored-by: Josh van Leeuwen <me@joshvanl.dev>

* Updated token mounting docs (#4919)

Signed-off-by: Alice Gibbons <alice@diagrid.io>
Co-authored-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Remove duplication (#4905)

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* Reorganize AWS Secrets Manager documentation to improve clarity on instance creation

Signed-off-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>

* Change max-body-size to use unit in documentation (#4906)

Signed-off-by: Jan Češpivo <jan.cespivo@gmail.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* feat Jaeger v2 (#4921)

* Update OpenTelemetry documentation for Jaeger V2 integration

Signed-off-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>

* Add note on storage backends and update references for Jaeger V2

Signed-off-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>

* Update cert-manager installation command to version 1.19.1

Signed-off-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>

---------

Signed-off-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>

* Updated outbox doc to use correct sample for projection (#4913)

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* Minor typos in the presentations page (#4902)

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* fix cel doc ref

Signed-off-by: farmer <farmerchillax@outlook.com>

* Update Outbox Java example (#4924)

* Update Outbox Java example with the new Java API

Signed-off-by: Matheus Cruz <matheuscruz.dev@gmail.com>

* Update State constructor args

Signed-off-by: Matheus Cruz <matheuscruz.dev@gmail.com>

* Update Dapr-generated CloudEvent fields for Java SDK

Signed-off-by: Matheus Cruz <matheuscruz.dev@gmail.com>

---------

Signed-off-by: Matheus Cruz <matheuscruz.dev@gmail.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* Adds docs for v1.16.2 (#4929)

Signed-off-by: joshvanl <me@joshvanl.dev>

* Review comments

Signed-off-by: joshvanl <me@joshvanl.dev>

* removing the Kapa.ai chatbot.

Signed-off-by: FraserMarlow <github@frasermarlow.com>

* Removing duplicate header line.

Signed-off-by: FraserMarlow <github@frasermarlow.com>

* Updates CLI reference to v1.16.3 (#4932)

Signed-off-by: joshvanl <me@joshvanl.dev>

* Add documentation about rawMessage for Java

Signed-off-by: Matheus Cruz <matheuscruz.dev@gmail.com>

* Add use-cases to the main page (#4937)

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Update workflow retry docs with some clarifications (#4936)

* Update workflow retry docs with some clarifications.

Signed-off-by: Alexander Trauzzi <acj@trauzzi.me>

* Update daprdocs/content/en/developing-applications/building-blocks/workflow/workflow-features-concepts.md

Co-authored-by: Alice Gibbons <alicejgibbons@gmail.com>
Signed-off-by: Alexander Trauzzi <acj@trauzzi.me>

* Update daprdocs/content/en/developing-applications/building-blocks/workflow/workflow-features-concepts.md

Signed-off-by: Mark Fussell <markfussell@gmail.com>

---------

Signed-off-by: Alexander Trauzzi <acj@trauzzi.me>
Signed-off-by: Mark Fussell <markfussell@gmail.com>
Co-authored-by: Alice Gibbons <alicejgibbons@gmail.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* Refreshed core concepts to showcase AgentRunner run/subscribe/serve modes, config-based memory, and up-to-date workflow/orchestration snippets.

Signed-off-by: Roberto Rodriguez <9653181+Cyb3rWard0g@users.noreply.github.com>

* Added required Conversation/OpenAI component setup and updated the sample agent to use AgentMemoryConfig.

Signed-off-by: Roberto Rodriguez <9653181+Cyb3rWard0g@users.noreply.github.com>

* Modernized the Durable Agent pattern with config-class wiring plus AgentRunner execution options.

Signed-off-by: Roberto Rodriguez <9653181+Cyb3rWard0g@users.noreply.github.com>

* Split the tool-call entry into standalone vs. durable variants and highlighted the new runner-focused learning goals.

Signed-off-by: Roberto Rodriguez <9653181+Cyb3rWard0g@users.noreply.github.com>

* Updated getting started doc to clarify environment variable setup with component file

Signed-off-by: Roberto Rodriguez <9653181+Cyb3rWard0g@users.noreply.github.com>

* `$ dapr workflow` CLI docs (#4916)

* Adds dapr workflow docs

Based on dapr/cli#1560

Signed-off-by: joshvanl <me@joshvanl.dev>

* Remove link references in CLI table

Signed-off-by: joshvanl <me@joshvanl.dev>

* Fix dapr workflow CLI reference doc

Signed-off-by: joshvanl <me@joshvanl.dev>

* Update docs for workflow docs

Signed-off-by: joshvanl <me@joshvanl.dev>

* Add redis example format

Signed-off-by: joshvanl <me@joshvanl.dev>

* Fix commands on quickstart

Signed-off-by: joshvanl <me@joshvanl.dev>

* Adds review comments

Signed-off-by: joshvanl <me@joshvanl.dev>

* Update important purge note

Signed-off-by: joshvanl <me@joshvanl.dev>

* Make clear about workflow client connection for purging

Signed-off-by: joshvanl <me@joshvanl.dev>

---------

Signed-off-by: joshvanl <me@joshvanl.dev>

* update to latest dotnet ref

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* remove dotnet sdk docs

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Remove dotnet pluggable components docs

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Move .NET SDK & pluggable component docs into main docs

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Remove localized urls

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Remove java submodule

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Remove Java submodule

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Migrate Java SDK Docs into main Docs

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Remove localization in URL

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Add Redis Sentinel configuration details to pubsub component documentation

Signed-off-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>

* Update redisHost description to clarify multiple sentinel addresses usage

Signed-off-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>

* Remove python submodule

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Add Python SDK docs to main docs

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* remove js submodule

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Add JS SDK docs to main docs

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Fix mech markdown issue

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Clarify failover configuration for Redis Sentinel, specifying that redisHost should contain sentinel addresses when enabled

Signed-off-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>

* Remove Go SDK submodule

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Remove Go Pluggable Component submodule

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Add Go SDk & Pluggable component docs

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Remove php submodule

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Add PHP SDK docs

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Ignore link to validate

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Enhance Redis Sentinel documentation by specifying redisType and failover settings for high availability

Signed-off-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>

* Add instructions for retrieving Redis password based on OS in Redis Streams setup

Signed-off-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>

* Update redisHost example to include multiple sentinel addresses for clarity

Signed-off-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>

* Enhance Redis documentation to clarify usage of multiple sentinel addresses in redisHost for failover configuration

Signed-off-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>

* Remove rust submodule

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Move Rust SDK docs to main docs

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Reorganize Redis Sentinel configuration section for clarity and redundancy in sentinel addresses

Signed-off-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>

* Fix typo in sentinelMasterName value for Redis Sentinel configuration

Signed-off-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>

* Fix main .NET SDK page, update repo README instructions

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Fix repo README

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Add Create a `DaprWorkflowClient` instance

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Add DaprWorkflow client operations

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Update management operations

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Add link, remove SDK how-to

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Add a page with workflow examples refs

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Add DaprWorkflowClient injection example

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Clarify minimal API example

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Fix DaprWorkflowClient injection and scope usage

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* fix: correct yaml spec for crypto local storage (#4958)

Signed-off-by: Casper Nielsen <casper@diagrid.io>

* Update sdkdocs/dotnet/content/en/dotnet-sdk-docs/dotnet-workflow/dotnet-workflow-management-methods.md

Signed-off-by: Mark Fussell <markfussell@gmail.com>

* Update sdkdocs/dotnet/content/en/dotnet-sdk-docs/dotnet-workflow/dotnet-workflowclient-usage.md

Signed-off-by: Mark Fussell <markfussell@gmail.com>

* Update sdkdocs/dotnet/content/en/dotnet-sdk-docs/dotnet-workflow/dotnet-workflowclient-usage.md

Signed-off-by: Mark Fussell <markfussell@gmail.com>

* #4877  fix broken commands, updated output with tool calling and add Java (#4939)

* fix broken commands, updated output with tool calling and add Java quickstart

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

* Remove incorrect instruction for all languages

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

---------

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>
Co-authored-by: Marc Duiker <marcduiker@users.noreply.github.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* Describe new ttlInSeconds attribute in DynamoDB state store setup (#4911)

* Describe new ttlInSeconds attribute in DynamoDB state store setup

Signed-off-by: Zeynel Koca <z.koca@primevision.com>

* Update attribute description

Signed-off-by: Zeynel Koca <z.koca@primevision.com>

* Explain behaviour when value is 0 or less

Signed-off-by: Zeynel Koca <z.koca@primevision.com>

---------

Signed-off-by: Zeynel Koca <z.koca@primevision.com>
Co-authored-by: Marc Duiker <marcduiker@users.noreply.github.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* Fix tab formatting for JavaScript section in Bindings How-To (#4959)

Removed erroneous characters from example tab header (`%}}`)

Signed-off-by: James Pegg <jamescpegg@gmail.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* Update authoring workflow page with Diagrid Dashboard (#4962)

* Add Diagrid dashboard

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Add link validation ignore

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* update workflow dashboard image

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Updated dashboard image location

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Update link to Diagrid Dashboard

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Update Diagrid Dashboard link

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Update link to Diagrid Dashboard reference docs

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

---------

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Add dapr v1.16.3 + 1.16.4 (#4968)

* add dapr v1.16.3 + 1.16.4

Signed-off-by: Cassandra Coyle <cassie@diagrid.io>

* update latest html

Signed-off-by: Cassandra Coyle <cassie@diagrid.io>

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Signed-off-by: Cassandra Coyle <cassie@diagrid.io>

* Refactor secret scope documentation for clarity (#4965)

Removed duplicate information and streamlined the scenarios for configuring secrets access.

Signed-off-by: rohit <50377477+caretak3r@users.noreply.github.com>

* chore: update links to dapr agents quickstart changing _ to - (#4976)

Signed-off-by: Casper Nielsen <casper@diagrid.io>

* feat: add metadata field to Subscription spec (#4970)

Signed-off-by: farmer <farmerchillax@outlook.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* Clarify disableTls requirement in Kafka setup (#4977)

Signed-off-by: Joe Bowbeer <joe.bowbeer@gmail.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* Separating Dapr Workflows documentation on Spring Boot to it's separate page (#4975)

* separating Dapr Workflows from Spring Boot

Signed-off-by: salaboy <Salaboy@gmail.com>

* Refactor secret scope documentation for clarity (#4965)

Removed duplicate information and streamlined the scenarios for configuring secrets access.

Signed-off-by: rohit <50377477+caretak3r@users.noreply.github.com>
Signed-off-by: salaboy <Salaboy@gmail.com>

* adding correct headers

Signed-off-by: salaboy <Salaboy@gmail.com>

* Update sdkdocs/java/content/en/java-sdk-docs/spring-boot/sb-workflows-howto.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: salaboy <Salaboy@gmail.com>

* Update sdkdocs/java/content/en/java-sdk-docs/spring-boot/sb-workflows-howto.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: salaboy <Salaboy@gmail.com>

* Update sdkdocs/java/content/en/java-sdk-docs/spring-boot/sb-workflows-howto.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: salaboy <Salaboy@gmail.com>

* Update sdkdocs/java/content/en/java-sdk-docs/spring-boot/sb-workflows-howto.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: salaboy <Salaboy@gmail.com>

* Update sdkdocs/java/content/en/java-sdk-docs/spring-boot/sb-workflows-howto.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: salaboy <Salaboy@gmail.com>

---------

Signed-off-by: salaboy <Salaboy@gmail.com>
Signed-off-by: rohit <50377477+caretak3r@users.noreply.github.com>
Co-authored-by: rohit <50377477+caretak3r@users.noreply.github.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* Chore: jaeger guidance (#4923)

* update Jaeger setup instructions for port conflict and background container

Signed-off-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>

* fix spacing

Signed-off-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>

* add helm mode

Signed-off-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>

* Update daprdocs/content/en/operations/observability/tracing/otel-collector/open-telemetry-collector-jaeger.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: Mirel <15373565+MyMirelHub@users.noreply.github.com>
Signed-off-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>

* fix: improve clarity and correctness in Jaeger V2 documentation

Signed-off-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>

* docs: add local dir instructions for Jaeger V2

Signed-off-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>

---------

Signed-off-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>
Signed-off-by: Mirel <15373565+MyMirelHub@users.noreply.github.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* docs: add docs for integrating MCP Toolbox for Databases as tool(s) (#4964)

* docs: add docs for integrating MCP Toolbox for Databases as tool(s)

Signed-off-by: Casper Nielsen <casper@diagrid.io>

* docs: move tools & MCP Toolbox for Databases into integration section

Signed-off-by: Casper Nielsen <casper@diagrid.io>

* Update dapr-agents-integrations.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: Casper Nielsen <whopsec@protonmail.com>

* Update daprdocs/content/en/developing-applications/dapr-agents/dapr-agents-integrations.md

Co-authored-by: Marc Duiker <marcduiker@users.noreply.github.com>
Signed-off-by: Casper Nielsen <whopsec@protonmail.com>

---------

Signed-off-by: Casper Nielsen <casper@diagrid.io>
Signed-off-by: Casper Nielsen <whopsec@protonmail.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>
Co-authored-by: Marc Duiker <marcduiker@users.noreply.github.com>

* chore: align docs with dapr/dapr-agents#283 (#4955)

* chore: align docs with dapr/dapr-agents#283

Signed-off-by: Casper Nielsen <casper@diagrid.io>

* fix: remove optional waits and clarify

Signed-off-by: Casper Nielsen <casper@diagrid.io>

---------

Signed-off-by: Casper Nielsen <casper@diagrid.io>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* Add OpenAI integration docs (#4969)

* Add OpenAI integration docs

Signed-off-by: yaron2 <schneider.yaron@live.com>

* add openai link

Signed-off-by: yaron2 <schneider.yaron@live.com>

* Update daprdocs/content/en/developing-applications/openai-agents/_index.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: Yaron Schneider <schneider.yaron@live.com>

* Update daprdocs/content/en/developing-applications/openai-agents/openai-agents-sessions.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: Yaron Schneider <schneider.yaron@live.com>

* Update daprdocs/content/en/developing-applications/openai-agents/openai-agents-sessions.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: Yaron Schneider <schneider.yaron@live.com>

* Update daprdocs/content/en/developing-applications/openai-agents/openai-agents-sessions.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: Yaron Schneider <schneider.yaron@live.com>

* Update daprdocs/content/en/developing-applications/openai-agents/openai-agents-sessions.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: Yaron Schneider <schneider.yaron@live.com>

* Update daprdocs/content/en/developing-applications/openai-agents/openai-agents-sessions.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: Yaron Schneider <schneider.yaron@live.com>

* address feedback, move to new AI structure

Signed-off-by: yaron2 <schneider.yaron@live.com>

* fix links

Signed-off-by: yaron2 <schneider.yaron@live.com>

* remove old content

Signed-off-by: yaron2 <schneider.yaron@live.com>

* Update daprdocs/content/en/developing-ai/agent-integrations/_index.md

Co-authored-by: Casper Nielsen <casper@diagrid.io>
Signed-off-by: Yaron Schneider <schneider.yaron@live.com>

* Update daprdocs/content/en/developing-ai/agent-integrations/openai-agents/_index.md

Co-authored-by: Casper Nielsen <casper@diagrid.io>
Signed-off-by: Yaron Schneider <schneider.yaron@live.com>

* Update daprdocs/content/en/developing-ai/agent-integrations/_index.md

Signed-off-by: Mark Fussell <markfussell@gmail.com>

* Update daprdocs/content/en/developing-ai/dapr-agents/dapr-agents-why.md

Signed-off-by: Mark Fussell <markfussell@gmail.com>

* Update daprdocs/content/en/developing-ai/dapr-agents/dapr-agents-why.md

Signed-off-by: Mark Fussell <markfussell@gmail.com>

* Update daprdocs/content/en/developing-ai/dapr-agents/dapr-agents-introduction.md

Signed-off-by: Mark Fussell <markfussell@gmail.com>

* Update daprdocs/content/en/developing-ai/dapr-agents/dapr-agents-introduction.md

Signed-off-by: Mark Fussell <markfussell@gmail.com>

* Update daprdocs/content/en/developing-ai/agent-integrations/_index.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: Yaron Schneider <schneider.yaron@live.com>

* Update daprdocs/content/en/developing-ai/_index.md

Co-authored-by: Casper Nielsen <whopsec@protonmail.com>
Signed-off-by: Yaron Schneider <schneider.yaron@live.com>

* change links

Signed-off-by: yaron2 <schneider.yaron@live.com>

* fix ref

Signed-off-by: yaron2 <schneider.yaron@live.com>

---------

Signed-off-by: yaron2 <schneider.yaron@live.com>
Signed-off-by: Yaron Schneider <schneider.yaron@live.com>
Signed-off-by: Mark Fussell <markfussell@gmail.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>
Co-authored-by: Casper Nielsen <casper@diagrid.io>
Co-authored-by: Casper Nielsen <whopsec@protonmail.com>

* Add CrewAI and workflow documentation (#4973)

* Add crewAI and workflow documentation

Signed-off-by: yaron2 <schneider.yaron@live.com>

* typos

Signed-off-by: yaron2 <schneider.yaron@live.com>

* review comments

Signed-off-by: yaron2 <schneider.yaron@live.com>

* switch order of .env and deps

Signed-off-by: yaron2 <schneider.yaron@live.com>

---------

Signed-off-by: yaron2 <schneider.yaron@live.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>

* Add aliases to redirect old Dapr Agent pages to new location

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* update main Dapr Agents alias

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* Remove Reo.dev script

Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>

* add dapr 1.16.5 (#4988)

Signed-off-by: Cassandra Coyle <cassie@diagrid.io>

* Updates latest version to v1.16.6 (#4998)

Signed-off-by: joshvanl <me@joshvanl.dev>

* Added bot script to allow SDK maintainers to automerge non-draft PRs that only target files in their repsective directories in the repository based on the team membership of the user submitting the PR. This will also automatically append a label indicating it was automerged and for which language for easy retroactive discvoery and review by docs maintainers. (#4996)

Signed-off-by: Whit Waldo <whit.waldo@innovian.net>

* Updated Dapr Agents docs to align with recent quickstart changes (#4987)

* Updated Dapr Agents docs to align with recent quickstart changes

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

* Update daprdocs/content/en/developing-ai/dapr-agents/dapr-agents-getting-started.md

Co-authored-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

* Address feedback from PR

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

* Update daprdocs/content/en/developing-ai/dapr-agents/dapr-agents-getting-started.md

Co-authored-by: Marc Duiker <marcduiker@users.noreply.github.com>
Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>

---------

Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>
Co-authored-by: Mark Fussell <markfussell@gmail.com>
Co-authored-by: Marc Duiker <marcduiker@users.noreply.github.com>

---------

Signed-off-by: Cassandra Coyle <cassie@diagrid.io>
Signed-off-by: Albert Callarisa <albert@diagrid.io>
Signed-off-by: Mark Fussell <markfussell@gmail.com>
Signed-off-by: Samantha Coyle <sam@diagrid.io>
Signed-off-by: Marc Duiker <marcduiker@users.noreply.github.com>
Signed-off-by: Bilgin Ibryam <bibryam@gmail.com>
Signed-off-by: joshvanl <me@joshvanl.dev>
Signed-off-by: Mike Nguyen <hey@mike.ee>
Signed-off-by: Josh van Leeuwen <me@joshvanl.dev>
Signed-off-by: Cassie Coyle <cassie.i.coyle@gmail.com>
Signed-off-by: nelson.parente <nelson_parente@live.com.pt>
Signed-off-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>
Signed-off-by: Mirel <15373565+MyMirelHub@users.noreply.github.com>
Signed-off-by: Alice Gibbons <alice@diagrid.io>
Signed-off-by: Jan Češpivo <jan.cespivo@gmail.com>
Signed-off-by: farmer <farmerchillax@outlook.com>
Signed-off-by: Matheus Cruz <matheuscruz.dev@gmail.com>
Signed-off-by: FraserMarlow <github@frasermarlow.com>
Signed-off-by: Alexander Trauzzi <acj@trauzzi.me>
Signed-off-by: Roberto Rodriguez <9653181+Cyb3rWard0g@users.noreply.github.com>
Signed-off-by: Casper Nielsen <casper@diagrid.io>
Signed-off-by: Zeynel Koca <z.koca@primevision.com>
Signed-off-by: James Pegg <jamescpegg@gmail.com>
Signed-off-by: rohit <50377477+caretak3r@users.noreply.github.com>
Signed-off-by: Joe Bowbeer <joe.bowbeer@gmail.com>
Signed-off-by: salaboy <Salaboy@gmail.com>
Signed-off-by: Casper Nielsen <whopsec@protonmail.com>
Signed-off-by: yaron2 <schneider.yaron@live.com>
Signed-off-by: Yaron Schneider <schneider.yaron@live.com>
Signed-off-by: Whit Waldo <whit.waldo@innovian.net>
Co-authored-by: Cassie Coyle <cassie@diagrid.io>
Co-authored-by: Albert Callarisa <albert@diagrid.io>
Co-authored-by: Mark Fussell <markfussell@gmail.com>
Co-authored-by: Sam <sam@diagrid.io>
Co-authored-by: Bilgin Ibryam <bibryam@gmail.com>
Co-authored-by: Josh van Leeuwen <me@joshvanl.dev>
Co-authored-by: Mike Nguyen <hey@mike.ee>
Co-authored-by: Nelson Parente <nelson_parente@live.com.pt>
Co-authored-by: MyMirelHub <15373565+MyMirelHub@users.noreply.github.com>
Co-authored-by: Alice Gibbons <alicejgibbons@gmail.com>
Co-authored-by: Yaron Schneider <schneider.yaron@live.com>
Co-authored-by: Alice Gibbons <alice@diagrid.io>
Co-authored-by: Jan Češpivo <jan.cespivo@gmail.com>
Co-authored-by: farmer <farmerchillax@outlook.com>
Co-authored-by: Matheus Cruz <56329339+mcruzdev@users.noreply.github.com>
Co-authored-by: FraserMarlow <github@frasermarlow.com>
Co-authored-by: Matheus Cruz <matheuscruz.dev@gmail.com>
Co-authored-by: Alexander Trauzzi <acj@trauzzi.me>
Co-authored-by: Roberto Rodriguez <9653181+Cyb3rWard0g@users.noreply.github.com>
Co-authored-by: Farmer.Chillax <48387781+FarmerChillax@users.noreply.github.com>
Co-authored-by: Casper Nielsen <whopsec@protonmail.com>
Co-authored-by: Zeynel <48792248+ZeynelKoca@users.noreply.github.com>
Co-authored-by: James Pegg <jamescpegg@gmail.com>
Co-authored-by: rohit <50377477+caretak3r@users.noreply.github.com>
Co-authored-by: Casper Nielsen <casper@diagrid.io>
Co-authored-by: Joe Bowbeer <joe.bowbeer@gmail.com>
Co-authored-by: salaboy <Salaboy@gmail.com>
Co-authored-by: Whit Waldo <whit.waldo@innovian.net>
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