Look back at improvements to conversational development, knowledge spaces, content extraction, and business data. Selected completed changes are collected into one entry per day.
Latest update: Oct 22, 2026
Latest updateOct 22, 2026
Current focusBuild, recovery and credit clarity
Public history sinceAug 3, 2026
61 update days · newest first
One summary per date, updated periodically. Changes from the current day are saved for the next roundup.
Latest
Keep the preview, clarify credit reservations
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New Builds retain the adopted preview and make progress easier to follow. The pre-Build notice distinguishes reserved credits from final charges. Paid AI calls in generated apps use owner universal credits without extra monthly limits or enable switches.
Reuse saved paid images and work progress
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Failed tasks preserve saved paid-image progress for reuse when recovery checks allow it. Waiting, processing and interruption have distinct explanations. Stopping locally no longer implies immediate upstream cancellation or refund.
Checks closer to the actual page
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Candidate pages and applicable synthetic business scenarios are checked in an isolated browser. Unavailable environments, dependency failures and unverified results remain distinct; checks do not claim live business readiness.
Build with account credits and clearer recovery
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Build no longer asks for an editable per-task credit cap and uses available account credits. Starting a new Build from saved progress is billed separately; old-task revocation and new-task permissions are checked separately.
A project development loop with isolated checks
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Builder adds a project loop that organizes context, source, controlled tools and check feedback around the task. Browser support is checked before starting. Credit, time and permission limits remain, with saved checkpoints available for eligible new Builds.
Edits respect adopted design and explicit requests
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Reusing components preserves adopted design authority and business flows while honoring explicitly requested redesigns, so component reuse does not override the current edit intent.
Deleted content goes to the recycle bin
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Project containers, apps, knowledge spaces and documents support recycle-bin restoration; retained content still counts toward limits. App deletion disables access, and restoration does not republish or grant permissions. The project picker and workspace loading are also refined.
Separate capability entries and clearer build guidance
Say it. Get the work done.It learns your businessMessy information, made clearCustomer details, ready to check
Homepage knowledge, extraction, and business-data actions open their own tools. Chat building keeps its sample input, and product updates return to navigation.
A new Harness page explains the build process with a looping flow diagram. Homepage headlines and demonstrations are also refined.
Scoped edits retain existing page behavior, with more specific correction guidance when a plan exceeds the requested scope.
Optional build credit limits and original requirements
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Each build can have a credit limit. At the limit, further build tasks stop being scheduled and the reason is explained.
The plan overview keeps the original request, and failure notices remain readable in narrow panels.
Project resources together and clearer account usage
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The workspace shows applications, knowledge spaces, and application databases by project. New requests can be grouped into projects automatically.
The account center reorganizes account and usage summaries, including monthly credit usage grouped by project.
Organize applications and knowledge by project
Say it. Get the work done.It learns your businessCustomer details, ready to check
Applications and knowledge spaces can share a project or move between projects. Ungrouped resources keep their own entry.
Deleting a project container preserves its applications, knowledge spaces, and data. Resource access permissions remain independently checked.
More homepage ideas and clearer preview history
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Homepage suggestions expand to fifteen concrete scenarios, alongside refinements to mobile navigation and public branding.
Preview loading and build history give clearer explanations, while inputs keep their editing state.
Consistent light and dark themes across the product
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Public navigation and pages share light and dark themes and remember your choice. The workspace and account center adapt too.
The homepage adds an animated view of the four capabilities, with clearer suggestions and input presentation.
Review candidate pages route by route
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Application candidates are checked across each route using isolated sample states to observe rendering and interactions and reduce missed pages.
Scoped edits preserve design and check candidates first
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Edits follow the requested pages and sections while preserving unchanged design decisions; progress names the work the platform is doing.
Candidate pages receive layout and static quality checks before adoption. Automatic repairs are disclosed, and eligible failures offer a way to rebuild affected sections.
More reliable page plans, images and preview errors
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Multi-page plans, file dependencies and image meaning are retained during generation, with lazy loading for page images.
Terminal preview errors show a failure state, helping distinguish a page still loading from one that cannot continue rendering.
Keep input and form state, with reachable mobile actions
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Preview updates retain text being entered; copy edits preserve accessible control names, with more reliable validation and focus targeting.
Long forms and mobile action buttons stay easier to reach; pages with only optional AI retain their actions and unresolved recovery guidance.
Reliable dialogs, submissions and clearer failure reports
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Dialogs support more reliable keyboard dismissal and focus, while controlled form submissions and page edits preserve interaction state.
A failure report retries once after a transport failure, and reaching the daily report limit gives a specific explanation.
Reuse design for copy edits and add interactive components
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Copy-only edits reuse the adopted design and update the requested content; generation can progressively show public draft text.
Generated pages gain support for controlled dialogs, selectors, date pickers, paged and filtered tables, charts and icons.
Grounded progress and preserved pages and relations
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Generation shows grounded thinking summaries and elapsed time, then explains the result and actions to try.
Edits preserve list ordering, page placement and related-record scope when those changes were not requested.
Start builds directly and review business data separately
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Build requests without critical questions or capability blockers can start directly. When business data needs preparation, exact table and initial-data changes are shown for confirmation first.
Data pages support compact tables, dialogs and record drawers, and explicitly optional form fields remain optional.
Reviewed report rewards and related-form improvements
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An accepted build failure report can receive 200 universal credits after review, without duplicate rewards. Submission alone does not mean credits have been granted.
Related create forms on a parent page can connect to the parent query, reducing failures when building related-record pages.
Relation forms reach their selected parent, requested examples are honoured
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In a new app, a standalone relation form now connects to the selected parent record and shows the chosen record on the current route; relation field visibility follows the record's real owner instead of guessing a parent from names or positions.
When the request states how many fictional customer or contact records to add, that count is produced together with the matching related follow-up records rather than being quietly reduced to one or two; a component wrapper the model already authored is also kept as written instead of gaining a duplicate anchor.
Customer, contact and follow-up views compose, authored structure stays intact
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Customer, contact and follow-up lists in one request are composed into related views that match the real relationships, and example records you explicitly asked to keep are not dropped or replaced with unrelated content.
An anchor wrapper the model already authored is preserved as written, and only a wrapper that genuinely belongs outside the component is handled separately, avoiding duplicate anchors and circular references.
A planned MCP page explains future capability boundaries
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The website adds a page describing the planned MCP work: AI assistants outside the platform would take part in an app's whole lifecycle, from building to running, after authorization. The page states clearly that the capability is still in development and that no MCP connection is open yet.
Future capabilities are grouped across front-end pages, back-end logic, databases, sign-in and permissions, automation and deployment, and each market keeps its own brand name.
The AI entry reflects the project's real state instead of reporting unavailable
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The AI and usage entry in the editor toolbar now follows the project's real AI state: it says the state is still being read, explains that a failed read does not mean the project has no AI, and shows nothing to manage without even requesting a status for a project with no App.
A project that was never built into an App no longer stays stuck on "AI status unavailable" because the status endpoint answers without permission.
An ordinary edit after the first version now follows the mode chosen in the composer: Build starts immediately, Plan proposes first, Chat answers with advice; only a change that creates or alters business data shows the proposal card again.
The failed-build card no longer shows a technical-details block to the user; it keeps the report action while the full generation chain stays server-side for the review, and write-request field rules are stated in plain language.
Knowledge spaces read Office documents, app AI provisions itself
Say it. Get the work done.It learns your business
Knowledge spaces now distil Word (.docx), PowerPoint (.pptx) and Excel (.xlsx), extracting paragraphs, table rows, slides and worksheet text; legacy binary Office files (.doc/.ppt/.xls) still have to be saved in the new formats first.
Pages that need generated content use the platform's runtime AI forms, and a recorded DeepSeek chat Draft is no longer a page's execution path; an app's test and production AI authorization is provisioned automatically when the build completes, 10,000 credits each per month by default, paid from the owner's universal credits and adjustable or pausable from AI and usage at any time.
Production progress on a real timeline, a calmer preview
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The production process follows the steps and timings actually observed, and the preview area is larger, quieter and faster to load.
When a request asks for several outputs, each one gets its own runtime AI form near the top of the page instead of one merged response.
Image wording is no longer mistaken for a runtime AI requirement, quality checks no longer end a build before it starts, and an integration the model added on its own never becomes a question you must answer.
Report a failed build in the project, plus more AI use cases
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A failed or interrupted build can be reported inside the project itself; the retry entry stays in place and a reviewed report can earn credit rewards.
Generated app AI capabilities and shared credits are explained more clearly: test and production each require their own authorization and limits.
The public use-case page adds six localized AI scenarios showing how conversational development, knowledge spaces and content extraction combine.
Large requests split into usable batches, edits keep existing features
Say it. Get the work done.Customer details, ready to check
A large request first receives a batch that can be used on its own, anything deferred stays in the plan, and the first version no longer adds an unrequested admin surface.
Edits keep the existing pages, data and images, and change only the scope you asked for this time.
Query failures observed in the preview are fed back into the build so the confirmed views can be corrected in place.
Universal credits and app AI authorization, more precise query diagnostics
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The account centre adds universal credits; a generated app's AI calls need separate test and production authorization with spending limits, while apps without authorization stay buildable and usable.
Running AI results recover automatically inside the controlled runtime, so an interruption does not require submitting the same request again.
A rejected data query in the preview now reports its exact coordinates, so you can fix that location instead of reading a generic error.
More complete table reading and safer build recovery
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Knowledge spaces retain PDF text layers and structured table rows, so long and wide tables can support year-by-year comparisons and exact value questions without presenting unverified column names as facts.
Usable previews are preserved when validation or repair fails, with clear diagnostics and recovery decisions; image builds are no longer discarded over minor proposal-format issues.
Clearer model progress and more reliable preview images
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The Lite tier uses a faster default model and handles image understanding, while a scrolling thinking indicator shows build progress and stale confirmations refresh before work continues.
Generated images move safely into sandboxed previews as embedded data, with recoverable transient reads so images load without relaxing browser egress restrictions.
More reliable forms, filters, and page planning
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Generated forms, text filters, static navigation, and data queries compile from confirmed, owned contracts and keep canonical query names through later edits.
Page plans are completed before generation, planning and query problems are reported together, and mobile navigation and complex-page capacity are improved.
Generated sites are more complete and business-ready
Say it. Get the work done.Customer details, ready to check
Controlled themes and layouts produce fuller brand treatments, footers, offer cards, forms, and calls to action, with images aligned to the requested content.
Private previews and data-backed forms retain approval states and errors while binding confirmed data contracts; invalid shapes receive one bounded correction.
Interactive pages save intact with clearer failure feedback
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Generated interactive pages now survive preview and save intact, while image, page, and controlled-generation contracts stay aligned.
Truncated or invalid output is detected, corrected within its allowed boundary, and followed by a clear terminal error when needed; the Aneng support panel and responsive layouts are clearer too.
More dependable selects, member settlement, and file compatibility
Say it. Get the work done.It learns your businessCustomer details, ready to check
Builds retain complete HTML endings and stay within confirmed scope, while select controls in private previews show their read and approval outcomes clearly.
Paid members can exchange credit and time benefits; expired payment orders settle independently, credit history is paginated, and checkout deadlines remain visible.
Older knowledge files without content hashes remain usable, and enum-field migrations preserve existing data.
Broader FAQs and smoother data builds
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The FAQ now covers current capabilities, first projects, the build flow, knowledge spaces, content extraction, business data, and publishing while retaining the full pricing answers.
Data-backed projects can complete builds automatically, forms retain submit behavior, and required values are collected before records are created.
Knowledge uploads are deduplicated by content hash, and one-time redemption codes can carry clearly defined credit, membership, or validity benefits.
Clearer build progress, steadier complex data projects
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Requirement confirmation and build progress now appear live, with a clearer proposal hierarchy and a shorter confirmation step before building.
Multi-table data projects complete previews and continue building more reliably, resuming from completed data work after an interruption.
Complex fields and larger data batches are handled more safely, including number fields without an upper bound and data plans that must stay within processing limits.
Dates, email, and phone numbers join business data
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Business data adds date, date-time, email, and phone-number fields for forms, filtering, sorting, and real data operations inside projects.
Before building, the product organizes goals, pages, functions, and data needs, asking only about choices that materially affect the result. Daily usage is counted only when formal generation begins.
Submitted requests appear immediately, while the original input and existing progress remain available through clarification, editing, and retrying.
Connected records, more consistent data
Customer details, ready to check
Business data supports single-value relations, linking real records such as customers and follow-ups and filtering by the related record.
Referenced records cannot be deleted directly. Unlink them or choose another record first to avoid broken relationships.
More use cases, an easier way to share feedback
Say it. Get the work done.It learns your businessMessy information, made clearCustomer details, ready to check
A public use cases page explains conversational development, knowledge spaces, content extraction, and business data through concrete scenarios.
A feedback entry accepts issue descriptions and attachments, making it easier to tell us about problems you encounter.
Product pages and guides, refreshed together
Say it. Get the work done.It learns your business
The homepage and pricing page clarify capabilities, entry points, and plan details, with clearer mobile navigation.
Getting started, knowledge spaces, publishing, and business data guides now reflect the current product workflow.
Clearer plans, confirmation before building
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Pricing details and a dedicated FAQ explain plans, allowances, and renewals, including renewals that extend the current expiry date.
Data projects confirm requirements and a plan before creating tables. Ordinary questions remain answers and do not directly change the project.
Smoother source management and project previews
It learns your businessMessy information, made clear
Knowledge spaces improve source management so you can organize existing content and keep project references up to date.
Workspace cards refresh their previews; extraction improves shared-link redirects and audio transcription to retrieve source content more reliably.
A unified workspace and steadier extraction
Say it. Get the work done.It learns your businessMessy information, made clear
Project entry points are unified in the workspace, and connected knowledge spaces can be managed inside the editor.
Extraction adds rate and concurrency controls, clear retry-later messages, and reuse of successful public-link results. Cancellation stops downloading, transcription, and finalization together.
Project data, with clarification before creation
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Tables, fields, and records move into the project editor with project isolation; existing data stays in its matching or compatible project.
New data apps clarify users, information, and core functions, then show a table and field plan. Confirmed execution reuses matching tables and adds missing fields.
Copy and rewrite actions on sent requests are easier to reach, and a simpler toolbar makes the desktop split view clearer.
Folders for sources, more links to extract
It learns your businessMessy information, made clear
Knowledge spaces add folders so larger source collections can be organized by topic.
Extraction expands support for common social and video links and fixes streamed results for a more continuous experience.
Pick up where a build stopped
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Interrupted builds retain recovery points after refresh or leaving, so work can resume without sending the request twice.
On mobile, the latest request can be brought back for editing, while completion summaries describe the actual changes made.
Safer changes to existing pages
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Before saving, builds check page structure and existing content. Unsafe results leave the last working version intact.
Sent requests can be copied or brought back for rewriting, uploaded images appear with messages, and input and preview menus are simplified.
A smoother path from waiting to completion
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Tasks begin with lightweight thinking feedback before moving into answers, plans, or builds, with steadier progress and mobile scrolling.
Clipboard images can be pasted directly, completed steps reveal the actual files involved, and concrete suggestions can become executable requests.
Choose a direction, then review the plan
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Vague requests offer recommended directions and use recent conversation to understand instructions such as “continue”.
The plan view presents goals, modules, and execution details page by page, with building starting only after confirmation.
Smoother mobile use and voice input
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The project library has clearer categories and prioritizes favorites; stable task cards reduce jumps during creation.
Voice input improves permission handling, stopping, and text insertion, with distinct listening, processing, and completion states.
Clearer publishing and access choices
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Projects can be published publicly or kept internal, with links available to copy and open after publication.
Ordinary questions receive text answers and explicit changes trigger building; mobile preview and publishing controls are more compact.
Better attachments, code browsing, and previews
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The editor accepts drag-and-drop files, while the read-only code view adds a file tree, search, line numbers, and file switching.
Further builds keep the existing preview until a complete result is ready. Failed builds do not overwrite the project with unfinished output.
Projects follow your account
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Projects, versions, favorites, and recent activity are saved to your account in the cloud so you can continue on another device.
Improved long-lived connections and stream continuation reduce builds being cut off midway.
A fuller first request and mobile preview
Say it. Get the work done.It learns your business
The first project request supports attachments and connected knowledge spaces, with the selected material saved to the project.
Mobile preview becomes a separate near-full-screen panel, with more readable build text, timing, and file status.
From one request to a multi-page site
Say it. Get the work done.It learns your business
Multi-page projects, image attachments, and stable public project links arrive, with page switching and version restoration.
The editor adds model and knowledge-space choices, shows live file progress, and can continue generation after a connection interruption.
A project library and three ways to collaborate
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Conversational development gains its own project library for finding, favoriting, and reopening projects, plus previews at different device sizes.
Build creates, Plan outlines, and Chat discusses. Suggested changes switch to building only after the user confirms.
The first knowledge and creation workspace
Say it. Get the work done.It learns your businessMessy information, made clear
Knowledge spaces, source uploads and organization, source-grounded questions, and short-video transcript extraction form the initial workspace.
Natural-language development and live preview let an idea become a page you can inspect.
Aug 3, 2026 · first verified record
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