When building RAG pipelines in ODC against structured documents, the four native chunking methods treat all input as plain text. This works well for simple text stored in entity attributes but creates problems for documents that have structure: fenced code blocks, Markdown tables, and nested headings. A Markdown-aware chunking option would let developers preserve that structure during ingestion without needing a custom External Logic workaround. Three behaviours would cover most cases: heading path tracking so chunks carry their section context, code block atomicity so fenced blocks are never split across chunks, and table preservation so tables stay whole. The upstream Forge ecosystem already produces Markdown output via components like OmniDoc2MD . A native Markdown chunking method would complete that pipeline naturally. This is not a replacement for the existing methods. It is an additional option for teams whose documents have structure worth preserving.

Be able to create a unit test for a Server / Service / Client (?) / Screen (?) action that shall be executed without developer intervention, for regression purposes.

Hi Outsystems teams, Since the OS charing static entity for 1 AO, to save some cost for clients, in many projects, we hardly use static-entity even though it should use Static-entity for many purposes. We need to use alternative ways to implement the static concept, like using structure, hardcode... This led the development become more complex in design, implement, and more hard-code used, but we can't spend 1 AO for just 5 records stored in static-entity like status, type, etc... Actually many projects opened just to Delete all static entity from the code to save cost. From begining we've learnt how to use Static entity, and in real project we need to learn how to not use Static entity to save AO, this make static entity very dead. Can Outsystems consider to lower the price of AO somehow like count it 1 AO = 3 or 4 static entity, or consider make it free if there are < 10 record store in static entity, this would be a great thing for Outsystems developers and clients. Thanks :)

Using OutSystems Semantic Search for community pages such as Forums, Ideas, and Forge brings a step change in how community members discover knowledge and reusable assets across the ecosystem. Traditional keyword search relies on exact matches, which often leads to incomplete or irrelevant results, especially in large content bases like community discussions, ideas and Forge components. Semantic Search, by contrast, understands intent and context, allowing users to find relevant answers even when terminology differs from how content was originally written. For the OutSystems community, this has a few clear benefits. First, it significantly improves discoverability. Community members can find the right forum threads, idea submissions, or Forge components without needing to know the exact naming or tags used by the author. This reduces friction and increases successful self-service. Second, it increases reuse and reduces duplication. Better search results mean developers are more likely to find existing Forge components instead of rebuilding similar functionality, and more likely to engage with existing Ideas rather than creating duplicates. Third, it improves community engagement quality. When users quickly find relevant discussions or solutions, they are more likely to contribute back, vote on Ideas, or refine existing answers instead of starting new fragmented threads. Finally, it future-proofs the community knowledge base. As content volume grows, semantic understanding scales far better than keyword-based approaches, ensuring that search quality does not degrade over time. In short, Semantic Search turns the community from a static repository into an intelligent discovery layer, making knowledge, ideas, and reusable components easier to access, reuse, and extend.

A centralized Developer Cheat Sheet for OutSystems Developer Cloud (ODC) would greatly help both new and experienced developers quickly understand and adopt the platform. Similar to the existing O11 cheat sheet, this should provide a concise overview of key ODC concepts, architecture, development flow, best practices, and differences from O11. It would serve as a quick reference guide to help developers ramp up faster and become productive in ODC projects with minimal learning curve. This resource would be especially useful for: New developers getting started with ODC Experienced O11 developers transitioning to ODC Teams looking for a quick refresher on core concepts Providing such a cheat sheet would improve onboarding efficiency, reduce confusion, and accelerate project delivery within the ODC ecosystem.

When compiling or publishing an application, it would be helpful if errors and warnings could be grouped by Screen, Block, or Action.

Since we have the 1-Click Publish with Message, it would be great if we can set by default in settings, where Mentor to generate the message for us based on the changes made from previously published version.

Service Studio already ships with a powerful but underdocumented headless execution mode. Through hands-on reverse engineering, we have confirmed and validated the following commands: -d (diff), -refresh, -u, -uu, -exportSettings, -importSettings, -cleanup, -removeChangeTracking, -runTests, -export, -import, and -silentrecover. These existing commands prove that Service Studio is architecturally capable of running fully headless, without opening a GUI. This proposal builds on that foundation to request ten new CLI commands that would unlock: AI-powered codebase analysis on .oml files without a running GUI CI/CD pipeline integration via GitHub Actions, Docker, and Linux environments Automated dependency management, publishing, and solution creation Programmatic introspection of modules, applications, elements, and SS_Keys These requests do not change the OutSystems platform concept or runtime. They expose what the IDE already does — through a command-line interface that can be scripted, automated, and run in containers. Proposed New Commands 1. ss list-apps — List Applications with Names and SS_Keys Problem: There is no headless way to enumerate the applications available on a server, along with their SS_Key (the GUID used by servicestudio:// deep links and LifeTime APIs). 2. ss list-modules — List Modules with Names and SS_Keys Problem: Modules are the atomic unit of development in OutSystems, but there is no headless way to enumerate them with their SS_Key GUIDs — the identifiers required for servicestudio:// protocol links and element navigation. 3. ss check-deps — Verify Module Dependencies Before Publish Problem: Before publishing a module, a developer needs to know if its dependencies are up to date, or if a producer module was published with breaking changes. The current workflow requires opening Service Studio, navigating to "Manage Dependencies," and manually inspecting each reference. There is no headless equivalent. 4. ss publish — Publish a Module Problem: There is no headless command to publish a module to a server. The current workflow requires opening Service Studio and clicking "1-Click Publish." This blocks full CI/CD automation. 5. ss republish — Republish a Module (Service Center Style) Problem: Service Center provides a "1-Click Publish" that recompiles and redeploys a module using its last published OML source, without requiring the source file on disk. This is critical for environment redeployments, disaster recovery, and CI/CD rollbacks — but it has no CLI equivalent. 6. ss list-elements — List All Elements of a Module by Name and SS_Key Problem: To use the servicestudio:// deep link protocol (e.g., to link directly to a specific action from a CI report or an AI analysis tool), you need the SS_Key of the element. Currently, the only way to get element keys is through direct database access or by reverse engineering internal API calls. 7. ss add-action — Add a Simple Action Using a Mermaid-Style Flow Definition Problem: Creating a simple server or client action in Service Studio requires opening the GUI, navigating to the correct module, and manually building the flow. For repetitive, pattern-based actions (logging, error handling, standard API calls), this is a barrier to AI-assisted code generation. 8. ss for Linux — Docker and GitHub Actions Support Problem: Service Studio is currently only available for macOS and Windows. This means CI/CD pipelines running on Linux (the default for GitHub Actions, GitLab CI, and most Docker containers) cannot use any Service Studio CLI commands. This is the single biggest blocker for full OutSystems DevOps automation. Request: Provide a headless Linux build of Service Studio — or a dedicated CLI package — that supports the full set of headless commands (existing + proposed) on: Ubuntu 22.04 / 24.04 (standard GitHub Actions runners) Alpine Linux (Docker optimization) Debian-based containers 9. ss delete-unused-refs — Delete Unused References from a Module Problem: Over time, modules accumulate references to producers that are no longer used — dead imports that slow down compilation, add maintenance overhead, and generate noise in -refresh / -u verification output. Service Studio can detect these via "Manage Dependencies," but there is no headless way to auto-clean them. 10. ss create-solution — Create Solutions Programmatically Problem: Solutions in OutSystems are the primary vehicle for managing and deploying groups of modules across environments via LifeTime. Creating and maintaining solutions is currently only possible through the Service Center UI. For teams managing complex multi-module deployments, the lack of a CLI solution creator is a significant DevOps gap. Why This Matters: The AI Analysis Use Case The combination of -listModules, -listElements, and the existing -d (diff) enables a use case that is currently impossible: AI-powered static analysis of OutSystems codebases without a running GUI. Current Gap: To analyze an OutSystems application with AI today, a developer must: Manually open each module in Service Studio Navigate through hundreds of screens, actions, and flows Copy/paste relevant information into an AI tool The AI agent can then generate a report like: "Action IsElegivelAntecipacaoDZero (key: 11ea244a-...) accesses the server on every screen load. Consider moving this to an Aggregate with proper caching. → [Open in Service Studio](servicestudio://-downloadAndOpen -eSpaceKey 6acebf97-... -elementKey 11ea244a-... -url bin.dev.myenvironment.com)" This is only possible if -listElements exposes SS_Keys in its output. Summary We are requesting 10 new headless CLI commands for Service Studio, with Linux support as the foundational requirement for CI/CD automation. The existing headless CLI (-d, -refresh, -u, -exportSettings, etc.) proves the architecture is ready. These new commands extend that foundation to cover the full development lifecycle — from introspection and dependency management, to publishing, solution creation, and AI-powered analysis. The OutSystems platform is already exceptionally powerful. These commands make that power accessible to modern DevOps and AI tooling workflows, without changing a single line of platform behavior.

Hi, I've run into this a few times. I would like to have the ability to do a simple query with an IN clause, without having to rely on advanced queries. It should accept a list of Identifier. Today we do ( from an aggregate perspective): SELECT * FROM {TASKS} WHERE id = 1 or id = 2 or id = 3 But it would be really awesome if we could do SELECT * FROM {Tasks} WHERE id in (1,2,3) This allows us to do some pretty cool stuff with Lists setc ( eg you can now shim some of the more advanced sql functionality without writing advanced queries). An example would be: myList = SELECT id from People WHERE OrganisationId = 2 SELECT * FROM {Tasks} WHERE personId = myList Which would be 2 actions, and somewhat faster/cleaner than the current way Writing an advanced query ( frowned up by my companies' best practices guide - and I've also found advanced queries tend to be annoying to manage ) Looping through myList and putting the outputs into another list, which is then passed around (this also has a few nasties - lots of DB hits (albeit small ones), and refreshing this with paging is a pain

Currently, in OutSystems Service Center > Factory > Modules > [Module] > Operation tab, users with "Open" and "Debug" permissions can view essential settings like Audit Stack Display, Run Mode, Debug Mode, Deployment Zone, and Light Logging. However, the critical "Light Process Execution" checkbox—which enables lightweight BPT for improved throughput—is not visible or determinable. This checkbox is shown in full admin views (first attached image), but hidden for Open/Debug users (second attached image), preventing developers from confirming if Light BPT is enabled without elevated access. Requested Feature:Display the "Light Process Execution" setting (checked/unchecked status) in the Operation tab for any user who can access module details via Open/Debug permissions. This ensures consistency: if a user sees module operations, all relevant toggles should be readable. Business Impact: Developers troubleshooting performance can't verify Light BPT without admin help, slowing debugging in teams with role-based access. Promotes self-service in Service Center, aligning with OutSystems' low-code efficiency. No security risk, as it's read-only visibility matching existing fields like Debug Mode. Steps to Reproduce: Log in to Service Center with Open/Debug-only permissions. Navigate to Factory > Modules > [Any module with Light Process]. Go to Operation tab—note "Light Process Execution" is absent. Please prioritize this for better module visibility in O11