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Changelog

November 2023

2023-11-28: 🛼 Roll back to a previously published care flow

Image RemovedImage Added

You now have the ability to save and set any version of your care flow ‘live’. Made a change that you need to bring back? No problem. Want to briefly enroll a patient in a different version of a care flow? Feel free! Simply set a version of a care flow as

Status
colourGreen
titlelive
and all patients will be directed to that version of a care flow. Or, simply
Status
colourBlue
titlepublish
a working and tested version of a care flow with the intention of setting it as live in the future.

This flexibility and control to toggle between different care flow versions for different purposes ensures that your stakeholders are always engaging with the correct version. You can now design, publish, and update your care flows with confidence.

We’ll continue to build on it over the next few weeks so please provide us feedback (Slack is the perfect place)!

Note: Reverting back to a previous version will also revert care flow settings such as reminders, webhooks, constants, extensions, and API call retry settings back to that version.

(blue star) Start your care flows with the click of a button

You can now easily generate a unique link for a care flow in Awell Studio, share it on your website or portal, which upon clicking, instantly starts an Awell Hosted Page session. No engineering resources required - eliminating the need for any coding to start with Hosted Pages.

Your stakeholders can engage with care flow activities such as completing a health questionnaire, going through onboarding, and raising health concerns immediately after clicking the link. Currently, this feature only works for care flows involving anonymous patients or stakeholders like your care team. We are working to allow you to reconcile or merge care flows started through the link with existing patient profiles.

Generating a care flow link is also perfect for quickly testing patient-centric flows. Plus, you can convert these links into QR codes for even easier access.

Furthermore, it is possible to configure the link in different languages, with cancel/success URLs (to better redirect users who have completed all their activities or have aborted their sessions), and customizable slugs (eg. https://goto.awell.health/onboarding) – all without hassle. Our next step is to allow for you to use your own domain names in the link eg. https://onboarding.yourcompany.com

Small fixes, big improvements

⚡ Added

  • (blue star)

    Status
    titleDESIGN | Change management
    Change management is now available.

  • ✏️

    Status
    titledesign | scores
    : The Pittsburgh Sleep Quality Index (PSQI) score and questionnaire was added

  • 🛠️

    Status
    titleBUILD | EXTENSIONS
    The Calendly extension now includes a is_rescheduled_event datapoint to help better understand whether or not an appointment is new or a from a previously cancelled appointment.

🗑️ Removed

  • 🛠️

    Status
    titlebuild | extensions
    : event.rescheduled webhook was removed from the Calendly extension. We have worked with impacted customers to ensure a migration to the event.scheduled webhook

✨ Improvements

  • ✏️

    Status
    titledesign | scores
    : The following questionnaires are now available in French: Oxford Hip Score, HOOS, KOOS and SF-12

🛠️ Fixes

  • 🛠️

    Status
    titlebuild | extensions
    : Improved validation of Sendbird update custom fields action

  • 🛠️

    Status
    titlebuild | extensions
    : Unresolved webhooks no longer inadvertently trigger new care flows

  • 🛠️

    Status
    titlebuild | extensions
    : Action to create a conversation in Healthie now uses additional deprecated fields that Healthie still relies on internally for updating conversations

  • ✏️

    Status
    titledesign | STUDIO
    When refreshing an extension, data points are updated to reflect changes in type as well (e.g. data point changes from string type to a number type)

  • ✏️

    Status
    titledesign | STUDIO
    Fix for data variables not persisting when used in inputs

  • ✏️

    Status
    titledesign | STUDIO
    Status
    titleOPERATE | DATA POINTS
    Fix for calculation data point values not appearing (e.g. in API call bodies or messages) as expected when used as data variables

  • ✏️

    Status
    titledesign | STUDIO
    Status
    titleOPERATE | DATA POINTS
    Date handling logic improved, including a fix for ISO datestrings with 6 or more digits of microsecond precision

  • Status
    titleOPERATE | CARE
    Improved the performance of the working list

What’s next?

  • We’re working to allow the syncing of your GitHub (or any other Git-supported tool) repository with changes in your care flows. This provides full visibility and ensures that each update is traceable and reversible as commits in your code repository.

Historical updates:

Expand
titleClick to read all historical updates

2023-11-07 Transparency and insights for care flows with Audit Logs

In the past few weeks, we've made significant enhancements to our Orchestration platform, focusing on increasing both robustness and transparency. The introduction of Audit Logs offers an invaluable resource for understanding the intricacies of your care flow activities. These logs acts as detailed and comprehensible breadcrumbs providing a clear trail of all activities within your care flows and give insights into the precise moments and reasons behind the activation of tracks, steps, actions, and more.

In addition to navigating through a straightforward table in Awell Care to review Audit Logs, you can engage with AvaGPT to pose questions in everyday language. AvaGPT, equipped with the entirety of the audit logs in its framework, leverages this context to assist you with precise responses. Its strength lies in its ability to synthesize and link disparate pieces of information, delivering in-depth answers to multifaceted queries that may not be immediately apparent from a simple table view. The audit logs can also be retrieved via the API.

Note

AvaGPT is in its beta phase and exclusively accessible within the Sandbox environment. It's important to note that real patient data should not be stored in Sandbox. When experimenting with this beta feature, please be aware that any patient data used in Sandbox is transmitted to OpenAI. We're in the process of implementing a self-hosted model to ensure that patient data can be securely processed.

⚡ Added

  • 🛠️

    Status
    titledesign | scores
    : new score calculations added: Modified Fatigue Impact Scale (MFIS), Bladder Control Scale (BLCS), Bowel Control Scale (BWCS), and Pain Disability Index (PDI)

  • 🛠️

    Status
    titlebuild | extensions
    :

    • Calendly extension added that allows to start a care flow based on these events: event.created,event.canceled, event.rescheduled

    • Infobip extension added to the Marketplace

✨ Improvements

  • Status
    titleoperate | awell hosted pages
    : several improvements to make fetching the next activity more reliable and resilient, additional error monitoring was added too

🛠️ Fixes

  • ✏️

    Status
    titledesign | validation
    : fixed an error where care flow validation errors weren’t displayed to the user

  • Status
    titleoperate | orchesration
    : fix to properly handle description questions in form submission


October 2023

2023-10-16 Extensions, extensions everywhere!

In this week’s update, we have lots of good stuff around Awell Extensions. On top of that, we drastically improved the loading times between activities in Awell Hosted Pages. That and more 👇.

⚡ Added

  • 🛠️

    Status
    titlebuild | extensions
    :

    • Zendesk: actions to create and complete tasks

    • Iterable: actions to send emails and track events

✨ Improvements

  • 🛠️

    Status
    titlebuild | extensions
    :

  • Status
    titleoperate | awell hosted pages
    : the speed at which activities are retrieved and the session is ended has been drastically increased (i.e. loading times are much faster)

  • Status
    titleoperate | orchesration
    : misc. improvements to make the track and step activation process more resilient and idempotent

🛠️ Fixes

  • Status
    titleoperate | awell hosted pages
    : fix an edge case where the activities loaded in Awell Hosted Pages were in the incorrect order.

2023-10-04 Unified Data Variables: Road To Constants And Variables Everywhere!

We are rebranding constants and dynamic variables to data variables and making sure both types of data variables can be used anywhere in Awell Studio. Constants are particularly handy when you want to store a static value and use that in multiple places in your care flows. Dynamic variables allow you to store, transform, and use data that is captured in your care flow. Though they are different in the type of information they store, they both help you to pass data in and out of Awell.

Constants and dynamic variables already existed in Awell but you were limited in where you were able to use them. With this release, we are starting the journey to make data variables available everywhere. From today, you can use both types of data variables in the Endpoint & Headers fields of our API call actions. Over the course of Q4, we will be rolling out unified data variables to more places in the product. We are aiming to have a unified experience on how our users work with data in Awell.

⚡ Added

  • Status
    titlebuild | api
    : you can now programatically schedule a track in a patient care flow for a date in the future. Scheduled tracks can also be unscheduled. This new feature in our API allows you to directly tell our system what the right timing to start a track is.

✨ Improvements

  • Status
    titleoperate | orchesstration
    : various improvements and safeguards to protect orchestration against infinite loops which could bring down the system

  • 🛠️

    Status
    titlebuild | api
    : the form.submitted webhook now returns more information about the form’s design like question keys and titles (read the docs)

September 2023

2023-09-27 Infinite loop control, sharing links to activities, and more

⚡ Added

  • ✏️

    Status
    titledesign | workflow
    : the patient ID can now be used as a data point in a care flow

  • Status
    titleoperate | orchestration
    : Infinite Loop control - we added preventive measures to reduce the impact of infinite loops in our system

  • Status
    titleoperate | care management
    : you can now navigate directly to an activity from the working list (and share it as a link!)

✨ Improvements

  • ✏️

    Status
    titledesign | workflow
    : improved truncation logic of dropdown labels so you can see more of a data point’s name

  • 🛠️

    Status
    titlebuild | extensions
    : webhook endpoints URL are now deterministic (instead of a random id, there is now a logic to the name, which makes it easy to reconstruct reliably)

  • Status
    titleoperate | care management
    : sorting now works correctly on a number of tables (e.g. working list can be sorted by date!)

🛠️ Fixes

  • ✏️

    Status
    titledesign | workflow
    : a specific track activation configuration involving ad-hoc tracks no longer breaks your track list in Studio

  • ✏️

    Status
    titledesign | workflow
    : an extension action configuration panel can now have multiple JSON inputs without bugging out

  • 🛠️

    Status
    titlebuild | extensions
    : extension webhooks and data points are now correctly exported and imported when promoting care flows

  • Status
    titleoperate | orchestration
    : stopping a care flow now correctly generates the activity for it, preventing the care flow feed from permanently erroring into oblivion due to a GraphQL error

  • Status
    titleoperate | orchestration
    : we no longer allow forms to be submitted without answers to required questions

August 2023

2023-08-30 Introducing AvaGPT: Your Ultimate Developer Companion
✏️
Status
titlebuild | documentation

We are excited to introduce you to the latest addition to our team: AvaGPT. Ava isn't a flesh-and-blood team member; she's a digital companion you can engage with on our developer hub. She's your one-stop shop for accessing the wealth of knowledge within our Developer Hub. Powered by AI and LLMs, it is your instant on-demand source for answers to all your questions to build with and on top of Awell. Imagine having all the information you need, right at your fingertips, ready to supercharge your Awell projects.

While our search feature can still be your trusty companion when you have a precise question in mind, AvaGPT thrives in situations where answers aren't readily found in the documentation. She excels in piecing together information from various sources to provide you with comprehensive answers and solutions. Moreover, AvaGPT can even generate fresh content based on existing documentation like her ability to generate executable code in any programming language you prefer. Say goodbye to tedious translation work and hello to accelerated development.

We've recorded a demo video that showcases AvaGPT's incredible capabilities. Have a look to learn more and witness how she can transform your development journey 👇 .

https://youtu.be/8lWUZHWkSX0

With AvaGPT, we're putting the power of knowledge and innovation in your hands. Say hello to a more efficient, effective, and enjoyable developer experience. Want to try it out yourself? Click here!

2023-08-23 Import patient demographics using the PDQ integration
🛠️
Status
titlebuild | integrations
Status
titleOPERATE | awell Care

We're thrilled to introduce a feature that will make your care team's life easier when using Awell Care to manage care flows. We understand that many of you rely on external systems to store crucial patient information. If you're a hospital, this often means Electronic Health Records (EHR), while virtual-first care providers might use proprietary or CRM-like systems.

With our new Patient Demographic Query (PDQ) integration, you gain the power to effortlessly retrieve patient demographic data from your external systems. Say goodbye to the manual hassle of entering patient details into Awell. Once you configure the PDQ integration in the Developer settings of your organization, you'll notice an "Import patient" button within Awell Care. This button is exclusively enabled when PDQ integration is set up. To see exactly how it works, have a look at the demo video 👇.

This enhancement ensures a seamless experience for your care team, freeing you up to focus on what you do best—providing exceptional care. Click here if you want to learn more about the PDQ integration and how to set it up for your organization.

https://www.loom.com/share/458cd7a0db3e44fdb29957cc709ab031

2023-08-14 Add metadata to forms and questions
✏️
Status
titledesign | FORMS
Status
titleOPERATE | awell Care

We believe that every form should adapt seamlessly to its purpose, whether you're engaging with patients or empowering clinical staff. That's why we're pleased to introduce a powerful new feature: the ability to set metadata as a JSON object on forms and individual questions.

Forms serve diverse needs, and so should their display modes. With this update, you have the tools to tailor the experience precisely as you envision it. Care flow builders now have the freedom to enrich forms with context that matters most to their use case.

For example, you can also elevate question engagement by adding metadata such as placeholders, question helper text, internal references (e.g. input type, slugs) or even question styles (from just a plain question to a question with links and/or images).

With metadata, all crucial information – content and context – can now coexist harmoniously. When you fetch forms with metadata via the Orchestration API, you now intrinsically know how to display or work with them – spend less time data wrangling, more time polishing your product.

Metadata is configured within the Studio’s form builder and is designed to be easily found but not a distraction for clinical users. We want their focus entirely on building the best forms to ensure compliance and accuracy, while leaving integration details to others.

We’re excited about this new feature’s ability to level-up your form-building experience. We hope it enables you to continue seamlessly bridging the needs of your patients, clinical personnel, and engineers.

2023-08-09 Better support for standardized questionnaires in Awell Hosted Pages
Status
titleOPERATE | Awell hosted pages

In our commitment to enhancing your experience with standardized, validated questionnaires like the EQ-5D, we've taken significant strides to ensure that the presentation of these forms adheres to strict requirements. Our latest update encompasses various improvements, including:

  1. Optimized Question Display: We've made tweaks to ensure that standardized questionnaires fit perfectly on any screen without the need for any scrolling. This enhancement is specifically tailored to the conversational form format, making interactions seamless across all devices.

  2. Custom Trademark Text: Standards bring strict requirements on presentation, and that's why we've introduced the ability to set trademark text within Studio for each form. This text appears at the bottom of each page for Awell Hosted Pages forms, ensuring this requirement can be easily met.

  3. Enhanced Slider Clarity: We understand the importance of clarity when it comes to slider questions. With this in mind, we've improved the alignment of the labels and values for slider question inputs, significantly improving readability and ensuring a smoother patient experience.

  4. Flexible Form Autosave: Compliance is paramount, and our update caters to this need. The new capability allows you to disable form autosave at the care flow level, giving you full control over the storage and usage of incomplete form responses, all while adhering to relevant requirements.

2023-08-02 Better form experience with auto progress and autofocus for conversational forms
Status
titleOPERATE | Awell hosted pages

You can now enable auto progress for your forms in Awell Hosted Pages which reduces the number of clicks in the conversational display mode by 35%¹. When auto progress is enabled, respondents are automatically progressed to the next question when a single select or yes/no question is answered. Additionally, all input-based question types (short/long text, date) are now automatically focused so the respondent can just start typing when a new question is displayed whereas previously it required an additional click to focus the input field.

The auto-progress reduces the effort required to navigate through the form, resulting in a smoother and more streamlined experience. Additionally, the form completion process becomes faster and more efficient. All of this contributes to higher form completion rates. Note that users can still review and modify previous answers by navigating back and forth in the form.

Do you want to enable auto progress for your care flows or want to try it out? Click here to learn more about how to configure auto progress for Awell Hosted Pages.

⚡ Added

  • 🛠️

    Status
    titleBuild | Extensions
    : new “Assign patient to group“ action which allows to assign a patient to a group or completely remove the patient from a group

  • 🛠️

    Status
    titleBuild | Extensions
    : DocuSign extension was added to our Marketplace

  • ✏️

    Status
    titledesign | workflow
    : new date transformation for adding business days to a date

¹ based on the average Awell form composition, and a 50% click reduction on all question types requiring user input

July 2023

2023-07-27 Better options for handling API calls from Awell
🎛️
Status
titlemanage
Status
titleOPERATE | CAREFLOW BEHAVIOUR

Sometimes things just don’t go to plan, but like all things in life, it’s how you recover that matters. With that in mind, Failed API call retry logic can now be configured at the organisation and care flow level, giving you full control over how our system responds when a request goes awry. Want us to wait longer before retrying? Perhaps you prefer full control over what happens next? All of that is now possible, for all care flows or just the ones you choose.

Additionally, idempotency keys are now appended to the headers to all outgoing API calls. An idempotency key is a unique value generated by the client which the server uses to recognize subsequent retries of the same request. For any given patient care flow, the key we use for a call is the id of the activity that generated the request, ensuring that it is both unique and traceable.

🛠️ Fixes

  • ✏️

    Status
    titledesign | workflow
    : The GraphQL API call test suite in Studio was not parsing the variables correctly, causing requests to fail. Additionally GraphQL API call bodies were not correctly initialised, causing issues if the variables input was left unchanged

  • ✏️

    Status
    titledesign | workflow
    : Creating data point definitions from the API call action data mapping panel no longer wraps the definition name in superfluous quotation ("") marks

  • ✏️

    Status
    titledesign | workflow
    : Switching between GET and POST methods for the REST API call action correctly updates the UI now without the need to reload the page

2023-07-26 Stop a care flow in Awell Care
Status
titleOPERATE | awell Care

You can now stop a care flow of a patient in Awell Care. Stopping a care flow was already possible via our API but we now made the operation easily available for everyone that is using Awell Care to operate care flows. When a care flow is stopped, no new activities will be activated and existing activities cannot be completed anymore. Compared to deleted care flows where data is removed, the data of stopped care flows will still be available for you. Please note that for the time being care flows cannot be resumed.

Stopping a care flow can be done from the patient profile where it’s easy to stop multiple care flows at once or from the care flow details page via the “Manage” button.

2023-07-18 Choose how to present your forms with form display mode
Status
titleOPERATE | awell hosted pages

You usually see online forms in two flavors: conversational (display one question at a time) or in a more traditional/regular layout (display all the questions at once). We understand that each of the two form modes can serve a different purpose and use case. That’s why care flow builders can now configure the display mode of a form.

You might want to keep the conversational display mode for patients as that mimics a more natural way of communicating, is easier to create a more personal experience, and is more interactive. On the other hand, you might want to display some longer forms for your clinical personnel in the regular display mode as that makes navigating and validating the form much easier. It’s up to you to decide which display mode works best for your use case and population. Learn more about how to set the display mode for your forms and the pros and cons of each form mode.

⚡ Added

  • ✏️

    Status
    titledesign | workflow
    : Three new date transformations have been added (YYYY, YYYY-MM, YYYY-MM-DD)

2023-07-03 | Additional Healthie webhook events, find your data points more easily, and Sendgrid extension update
✏️
Status
titledesign | workflow
🛠️
Status
titleBuild | Extensions
Status
titleOPERATE | awell hosted pages

Extension webhooks enable any 3rd party to push real-time events to Awell. These webhooks can then be used to start a care flow in Awell. Until now, the Healthie extension only supported two webhook events from Healthie: patient.created and appointment.created. But that has changed in our last release and you can now leverage many more Healthie events to trigger a care flow in Awell.

To leverage the new webhook events you will have to refresh your Healthie extension through the Extension settings and don’t forget to enable the webhook events you are interested in via the “Webhook” tab.

applied_tag.created, applied_tag.deleted, appointment.created, appointment.deleted, appointment.updated, form_answer_group.created, form_answer_group.deleted, form_answer_group.locked, form_answer_group.signed, lab_order.created, lab_order.updated, message.created, message.deleted, metric_entry.created, metric_entry.deleted, metric_entry.updated, patient.created, patient.updated, request_form_completion.created, request_form_completion.deleted, request_form_completion.updated, task.created, task.deleted, task.updated


Prior to this release, it was often difficult to find the data points you need. Especially if you were working with data points from Extension webhooks. We did some changes to how data points are listed in the data point dropdown and how data points from Extension webhooks are identified:

  • Data points in the data point dropdown are now grouped by category (eg: Form answers, Calculation outputs, Baseline information, …)

  • Data points originating from Extension webhooks are composed as follows: {extension}.{event}.{dataPointKey}.


We shipped a new version of the Sendgrid extension which includes a new action that allows you to add or update contacts in Sendgrid. This allows you to easily manage lists and contacts right from within your care flows.

Unfortunately, the updated extension isn’t backward compatible with the previous version. There is no issue for care flows that don’t have the Sendgrid extension configured (yet) as they will only be able to enable the newest version of the extension moving forward.

However, existing care flows already using the Sendgrid extension prior to this release will have to migrate the legacy Sendgrid extension to the new one. Our customer success team will reach out to you to make this migration as easy as possible.

We will officially deprecate the older version of the Sendgrid extension on so make sure you have performed the migration by that date. The old extension and its action are indicated by a DEPRECATED label.


✨ Other improvements

  • Status
    titleOPERATE | awell hosted pages
    : Awell Hosted Pages is now available in a new language and has undergone various enhancements, including a streamlined and more precise progress bar as well as expanded body margins

June 2023

2023-06-28 | New operators for your conditional logic
✏️
Status
titledesign | workflow

Ever wanted to build conditional logic into your care flows based on certain data points not having (or having any) value? Then the Has no value and Has any value operators will be a great addition to Awell Studio for you! They are particularly useful when you would like to trigger tracks or steps in your flow when data is absent or present (eg: branch to a step that sends an SMS notification when the patient has no email address). Both operators are available for all data point value types.

Data point value type

Has no value when

number

undefined, null

string

undefined, null, empty string

boolean

undefined, null

date

undefined, null, empty string

telephone

undefined, null, empty string

array

undefined, null, empty array

Additionally, an Is today operator was added which can be used on date data points. This allows you to transition to a step in your flow when the date you are using as a reference equals the date of today.

2023-06-26 | Create and manage your API keys via the Awell Platform
🎛️
Status
titlemanage

Your engineers can now create and manage API keys from within the Awell platform. With this new feature, your engineering team has full control and flexibility over their API integrations. Moreover, they have full visibility on all API keys that grant access to Awell’s API in the name of their tenant. Learn more about managing your API keys and keeping them safe.

API keys generated prior to this release will remain to have access to our API but will not be visible in the list of API keys in our app. You can choose to keep using your existing API keys or to create new ones and use them to replace those that were manually created by Awell prior to this release. If you do so, we are happy to delete the old API keys from our system. Get in touch with our customer success team if you would like more information or would like to deprecate your old API keys.

✨ Other improvements

  • ✏️

    Status
    titledesign | workflow
    : There is now a dedicated date transformation that allows you to format dates according to the ET timezone.

  • 🛠️

    Status
    titleBuild | Extensions

    • Twilio - New action to send text messages from a Messaging Service (instead of a “From” number)

    • Healthie - add support for configuring a date interval value when the interval type is “once”.

🛠️ Fixes

  • ✏️

    Status
    titledesign | workflow
    : Fixed an issue with incorrect activation dates when using “after a delay of“ timing logic.

  • 🛠️

    Status
    titleBuild | Low-code integration
    : Fixed an issue where the slider input in Awell Hosted Pages couldn’t handle existing answer values.

  • 🛠️

    Status
    titleBuild | Extensions
    : Healthie - Fixed an issue where actions were marked as successful when instead no action was performed in the Healthie system because the Healthie API returned one or more errors.

Prior 2023-06-26

See https://awellhealth.atlassian.net/wiki/spaces/AR/pages/3454500981/What+s+New.

How we compose our changelog

Guiding principles

  • Changelogs are for humans, not machines.

  • Not every change in the code needs an entry in the changelog, we highlight what we believe is most impactful for our users.

  • Introducing breaking changes is not done. In the rare case of a breaking change, a deprecation and removal process will be followed which is separate from our regular release updates.

  • We group release updates by date and updates can be aggregated.

  • The date of the release update doesn’t necessarily correlate with the date of the actual release. We believe that creating release updates and documentation is a low-risk initiative, that documentation is supportive instead of required, and we want to have as few gates as possible to ship value to our customers. Therefore, we don’t mind a bit of slack in release updates. However, we try to communicate updates within a week of the release.

  • The latest product update comes first.

  • Release notes are grouped by the type of change and https://awellhealth.atlassian.net/wiki/spaces/AH/pages/3499261987/Product+Vision#The-stages-of-the-CareOps-lifecycle

Types of changes

  • ⚡ Added for new features.

  • ✨ Improvements for changes in existing functionality.

  • ⚠️ Deprecated for soon-to-be removed features.

  • 🗑️ Removed for now removed features.

  • 🛠️ Fixed for any bug fixes.

  • 🔑 Security in case of vulnerabilities.

CareOps stages

Info

https://awellhealth.atlassian.net/wiki/spaces/AH/pages/3499261987/Product+Vision#The-stages-of-the-CareOps-lifecycle

  • 🎛️ Manage

  • ✏️ Design

  • (tick) Validate

  • 🛠️ Build

  • ⚡ Operate

  • 📊 Measure

  • 🔃 Improve

Repositories

Are you in need of more detailed release updates for some of our public repositories? You can always have a look on Github: