ID	Product	Exact state	Source type	Observed date	What is visible	User action available	Object/artifact being manipulated	Mechanism being studied	Screenshot filename	Evidence limitation	Public sources
CODEX-01	OpenAI Codex	Multi-project command center with parallel agent threads	First-party launch article demo frame	2026-09-03	Projects in the left rail, multiple task threads, active work in the main pane, and review context	Select a project or task and supervise concurrent work	Project and agent task	Delegation and supervision	CODEX-01-command-center-projects-threads.png	Does not establish concurrency limits or enterprise governance.	https://openai.com/index/introducing-the-codex-app/
CODEX-02	OpenAI Codex	Project selector	First-party launch article demo frame	2026-09-03	A project-selection control with available codebases	Choose the project context for new work	Project/repository	Scoped delegation	CODEX-02-project-selector.png	Does not prove authorization inheritance or data-boundary enforcement	https://openai.com/index/introducing-the-codex-app/
CODEX-03	OpenAI Codex	Isolated worktree configuration	First-party launch article demo frame	2026-09-03	Worktree setup controls associated with a task	Configure isolated execution context	Git worktree	Sandboxing and isolation	CODEX-03-worktree-configuration.png	Does not prove security isolation strength or support for non-Git artifacts	https://openai.com/index/introducing-the-codex-app/
CODEX-04	OpenAI Codex	Worktree running state	First-party launch article demo frame	2026-09-03	An active task executing within an identified worktree	Monitor running work and inspect progress	Task in a worktree	Sandboxed execution	CODEX-04-worktree-running.png	Does not prove recovery guarantees or tenant isolation	https://openai.com/index/introducing-the-codex-app/
CODEX-05	OpenAI Codex	Create pull request result	First-party launch article demo frame	2026-09-03	A completed task outcome with pull-request creation affordance	Create or open a pull request	Code change and pull request	Handoff from generation to collaboration	CODEX-05-create-pr-result.png	Does not prove review quality, merge safety, or CI coverage	https://openai.com/index/introducing-the-codex-app/
CODEX-06	OpenAI Codex	Inline diff comment	First-party launch article demo frame	2026-09-03	A code diff with a comment anchored to a specific line	Add targeted review feedback	Diff hunk and comment	Precise correction	CODEX-06-inline-diff-comment.png	Does not prove that feedback is automatically resolved correctly	https://openai.com/index/introducing-the-codex-app/
CODEX-07	OpenAI Codex	Integrated diff, task thread, and terminal review	First-party launch article demo frame	2026-09-03	Diff content, conversational task history, and terminal output in one review surface	Inspect changes and execution evidence	Code change, agent thread, and command output	Review and verification	CODEX-07-diff-review-thread-terminal.png	Does not prove test completeness or that displayed evidence is trustworthy	https://openai.com/index/introducing-the-codex-app/
CODEX-08	OpenAI Codex	Automations library	First-party launch article demo frame	2026-09-03	A collection of reusable scheduled automations	Select or manage an automation	Automation definition	Reusable delegation	CODEX-08-automations-library.png	Does not prove automation ownership, approvals, or production reliability	https://openai.com/index/introducing-the-codex-app/
CODEX-09	OpenAI Codex	Create automation	First-party launch article demo frame	2026-09-03	Automation creation fields including task instruction and schedule	Define and schedule recurring work	Automation configuration	Governed recurrence	CODEX-09-create-automation.png	Does not prove notification behavior, exception handling, or administrative controls	https://openai.com/index/introducing-the-codex-app/
AISTUDIO-01	Google AI Studio	Prompt entered in Build mode	First-party embedded demo video frame	2026-09-03	A natural-language build request in the AI Studio application shell	Submit intent to generate an application	Prompt and application project	Intent-to-software continuity	AISTUDIO-01-prompt.png	Does not prove requirement completeness or output correctness	https://ai.google.dev/gemini-api/docs/aistudio-build-mode | https://developers.googleblog.com/google-ai-studio-native-code-generation-agentic-tools-upgrade/ | https://blog.google/innovation-and-ai/technology/developers-tools/introducing-vibe-coding-in-google-ai-studio/
AISTUDIO-02	Google AI Studio	Code and live preview	First-party embedded demo video frame	2026-09-03	Editable source code adjacent to a running application preview and checkpoint context	Inspect code while viewing the rendered result	Application source and preview	Inspectable generation	AISTUDIO-02-code-live-preview.png	Does not prove production readiness, accessibility, or test coverage	https://ai.google.dev/gemini-api/docs/aistudio-build-mode | https://developers.googleblog.com/google-ai-studio-native-code-generation-agentic-tools-upgrade/ | https://blog.google/innovation-and-ai/technology/developers-tools/introducing-vibe-coding-in-google-ai-studio/
AISTUDIO-03	Google AI Studio	Version comparison and diff	First-party embedded demo video frame	2026-09-03	Two generated versions compared in a delta-oriented view	Compare or restore versions	Application versions	Correction and recovery	AISTUDIO-03-version-diff.png	Does not prove whole-state rollback across external data or infrastructure	https://ai.google.dev/gemini-api/docs/aistudio-build-mode | https://developers.googleblog.com/google-ai-studio-native-code-generation-agentic-tools-upgrade/ | https://blog.google/innovation-and-ai/technology/developers-tools/introducing-vibe-coding-in-google-ai-studio/
AISTUDIO-04	Google AI Studio	Visual annotation	First-party product blog image	2026-09-03	A rendered interface element selected with an annotation/comment affordance	Point to an element and request a change	UI element and annotation	Spatial steering	AISTUDIO-04-annotation.png	Does not prove semantic understanding of every selected element	https://ai.google.dev/gemini-api/docs/aistudio-build-mode | https://developers.googleblog.com/google-ai-studio-native-code-generation-agentic-tools-upgrade/ | https://blog.google/innovation-and-ai/technology/developers-tools/introducing-vibe-coding-in-google-ai-studio/
AISTUDIO-05	Google AI Studio	Deploy to Google Cloud	First-party embedded demo video frame	2026-09-03	A deployment dialog in the full build environment	Configure and initiate cloud deployment	Application deployment	Production-path continuity	AISTUDIO-05-deploy-cloud.png	Does not prove security review, operational readiness, or enterprise deployment policy	https://ai.google.dev/gemini-api/docs/aistudio-build-mode | https://developers.googleblog.com/google-ai-studio-native-code-generation-agentic-tools-upgrade/ | https://blog.google/innovation-and-ai/technology/developers-tools/introducing-vibe-coding-in-google-ai-studio/
STITCH-01	Google Stitch	Generation prompt on canvas	First-party embedded demo video frame	2026-09-03	Prompt entry within the Stitch design environment	Describe the desired interface	Design prompt and canvas	Intent capture	STITCH-01-prompt.png	Does not prove that the prompt captures customer requirements	https://blog.google/innovation-and-ai/models-and-research/google-labs/stitch-updates/ | https://blog.google/innovation-and-ai/models-and-research/google-labs/stitch-ai-ui-design/ | https://blog.google/innovation-and-ai/models-and-research/google-labs/stitch-design-md/
STITCH-02	Google Stitch	Live streaming generation	First-party embedded demo video frame	2026-09-03	Interface regions materializing progressively on the canvas	Observe generation while it is still running	Generated interface composition	Streaming creation	STITCH-02-streaming-generation.png	Does not prove that visible progress is interruptible or semantically meaningful	https://blog.google/innovation-and-ai/models-and-research/google-labs/stitch-updates/ | https://blog.google/innovation-and-ai/models-and-research/google-labs/stitch-ai-ui-design/ | https://blog.google/innovation-and-ai/models-and-research/google-labs/stitch-design-md/
STITCH-03	Google Stitch	Steer during generation	First-party embedded demo video frame	2026-09-03	An in-progress canvas refinement responding to additional direction	Continue steering the output	Design canvas and refinement instruction	Continuous steering	STITCH-03-steer-generation.png	Does not prove deterministic edits or preservation of all prior constraints	https://blog.google/innovation-and-ai/models-and-research/google-labs/stitch-updates/ | https://blog.google/innovation-and-ai/models-and-research/google-labs/stitch-ai-ui-design/ | https://blog.google/innovation-and-ai/models-and-research/google-labs/stitch-design-md/
STITCH-04	Google Stitch	Connected prototype	First-party product blog image	2026-09-03	Multiple generated screens connected as an interactive prototype with a play affordance	Connect screens and preview the flow	Screen graph and prototype	Behavioral continuity	STITCH-04-connected-prototype.png	Does not prove production navigation logic or data integration	https://blog.google/innovation-and-ai/models-and-research/google-labs/stitch-updates/ | https://blog.google/innovation-and-ai/models-and-research/google-labs/stitch-ai-ui-design/ | https://blog.google/innovation-and-ai/models-and-research/google-labs/stitch-design-md/
STITCH-05	Google Stitch	DESIGN.md application	First-party product blog image	2026-09-03	A DESIGN.md artifact and an action to apply the design system	Apply portable design intent to generated work	Design-system specification	Portable intent	STITCH-05-design-md.png	Does not prove format completeness, governance, or lossless portability	https://blog.google/innovation-and-ai/models-and-research/google-labs/stitch-updates/ | https://blog.google/innovation-and-ai/models-and-research/google-labs/stitch-ai-ui-design/ | https://blog.google/innovation-and-ai/models-and-research/google-labs/stitch-design-md/
STITCH-06	Google Stitch	Export and MCP options	First-party embedded demo video frame	2026-09-03	Export destinations including Google AI Studio, Figma, and MCP setup	Choose a downstream tool or configure MCP	Generated design and export connection	Toolchain portability	STITCH-06-export-mcp.png	Does not prove fidelity after export or connector security	https://blog.google/innovation-and-ai/models-and-research/google-labs/stitch-updates/ | https://blog.google/innovation-and-ai/models-and-research/google-labs/stitch-ai-ui-design/ | https://blog.google/innovation-and-ai/models-and-research/google-labs/stitch-design-md/
V0-01	Vercel v0	Preview, version, and publish shell	First-party Academy media frame	2026-09-03	Chat-driven build context, application preview, version indicator, and Publish affordance	Review a version and publish	Generated application version	Build-review-publish continuity	V0-01-preview-versions-publish.png	Does not prove a formal plan approval gate or deployment governance	https://vercel.com/academy/v0-foundations/enhance-design-with-screenshots-and-versions | https://vercel.com/academy/vercel-foundations/v0-way | https://vercel.com/blog/introducing-the-new-v0 | https://vercel.com/blog/how-to-prompt-v0 | https://v0.dev/docs/design-systems | https://api2.v0.dev/docs/MCP | https://v0.dev/docs/code-editing
V0-02	Vercel v0	Pull request and preview deployment	First-party launch blog image	2026-09-03	A pull-request workflow paired with a preview deployment	Open or review the pull request and preview	Code change, pull request, and deployment preview	Inspectable delivery	V0-02-pr-preview-deploy.png	Does not prove test results, approval policy, or merge safety	https://vercel.com/academy/v0-foundations/enhance-design-with-screenshots-and-versions | https://vercel.com/academy/vercel-foundations/v0-way | https://vercel.com/blog/introducing-the-new-v0 | https://vercel.com/blog/how-to-prompt-v0 | https://v0.dev/docs/design-systems | https://api2.v0.dev/docs/MCP | https://v0.dev/docs/code-editing
V0-03	Vercel v0	Import from GitHub	First-party launch blog image	2026-09-03	A GitHub repository import flow	Choose and import an existing repository	Repository	Continuity with existing code	V0-03-import-github.png	Does not prove bidirectional sync fidelity or permission mapping	https://vercel.com/academy/v0-foundations/enhance-design-with-screenshots-and-versions | https://vercel.com/academy/vercel-foundations/v0-way | https://vercel.com/blog/introducing-the-new-v0 | https://vercel.com/blog/how-to-prompt-v0 | https://v0.dev/docs/design-systems | https://api2.v0.dev/docs/MCP | https://v0.dev/docs/code-editing
V0-04	Vercel v0	Git panel with branches, pull requests, and activity	First-party launch blog image	2026-09-03	Git-oriented project activity within the v0 shell	Inspect branch and pull-request activity	Repository history	Versioned collaboration	V0-04-git-panel.png	Does not prove code-review quality or conflict resolution behavior	https://vercel.com/academy/v0-foundations/enhance-design-with-screenshots-and-versions | https://vercel.com/academy/vercel-foundations/v0-way | https://vercel.com/blog/introducing-the-new-v0 | https://vercel.com/blog/how-to-prompt-v0 | https://v0.dev/docs/design-systems | https://api2.v0.dev/docs/MCP | https://v0.dev/docs/code-editing
REPLIT-01	Replit Agent	Plan ready for review	First-party documentation image	2026-09-03	A generated task plan with a Review now action before building	Review the proposed plan	Agent plan	Plan approval	REPLIT-01-plan-ready.png	Does not prove plan completeness or that review is mandatory in every mode	https://docs.replit.com/learn/build-with-agent | https://docs.replit.com/build/your-first-app
REPLIT-02	Replit Agent	Expanded implementation plan	First-party documentation image	2026-09-03	Plan sections for what and why, completion criteria, out of scope, and build steps	Edit or start the plan	Structured implementation plan	Scoped execution	REPLIT-02-plan-details.png	Does not prove the agent will follow the plan or detect missing requirements	https://docs.replit.com/learn/build-with-agent | https://docs.replit.com/build/your-first-app
REPLIT-03	Replit Agent	Checkpoint in agent history	First-party documentation image	2026-09-03	A historical checkpoint with changes and Rollback here affordance	Inspect or roll back to the checkpoint	Whole project checkpoint	Recovery	REPLIT-03-checkpoint.png	Does not prove external-service or database state is fully captured	https://docs.replit.com/learn/build-with-agent | https://docs.replit.com/build/your-first-app
REPLIT-04	Replit Agent	Rollback confirmation	First-party documentation image	2026-09-03	A rollback dialog listing affected files, memory, tasks, and database choice	Confirm the restoration scope	Project state and optional database state	Whole-state recovery	REPLIT-04-rollback.png	Does not prove rollback is atomic or reversible after confirmation	https://docs.replit.com/learn/build-with-agent | https://docs.replit.com/build/your-first-app
REPLIT-05	Replit Agent	Application preview with Publish affordance	First-party documentation image	2026-09-03	Agent conversation, running app preview, and Publish control in one shell	Test the preview and start publishing	Generated application	Preview-to-production path	REPLIT-05-preview-publish.png	Does not prove hosting configuration, production controls, or deployment success	https://docs.replit.com/learn/build-with-agent | https://docs.replit.com/build/your-first-app
RETOOL-01	Retool	Resource and service selection	First-party product page image	2026-09-03	Databases and services presented as selectable resources	Choose data connections for the generated app	Resource/schema connection	Deliberate data access	RETOOL-01-resource-selection.png	Does not prove least-privilege enforcement or schema correctness	https://retool.com/ai-app-generation | https://retool.com/blog/retool-launches-react-ai-app-builder
RETOOL-02	Retool	Agent build summary with generated functions	First-party embedded demo video frame	2026-09-03	A build summary naming created application assets and data operations	Review the produced artifacts and open the app	App, queries, and functions	Transparent generation	RETOOL-02-build-summary.png	Does not prove the artifacts are correct, secure, or approved	https://retool.com/ai-app-generation | https://retool.com/blog/retool-launches-react-ai-app-builder
RETOOL-03	Retool	Visible application code	First-party embedded demo video frame	2026-09-03	A code tab showing a React component beside the application context	Inspect or edit generated source	React application source	Inspectable output	RETOOL-03-visible-code.png	Does not prove maintainability, test coverage, or design-system compliance	https://retool.com/ai-app-generation | https://retool.com/blog/retool-launches-react-ai-app-builder
RETOOL-04	Retool	App preview with queries, functions, and Publish	First-party embedded demo video frame	2026-09-03	A working app preview, data-operation artifacts, and Publish affordance	Inspect operations, use the app, or publish	Application plus query/function artifacts	Data-connected generation	RETOOL-04-preview-queries-publish.png	Does not prove query safety, access policy, or production readiness	https://retool.com/ai-app-generation | https://retool.com/blog/retool-launches-react-ai-app-builder
RETOOL-05	Retool	Audit logs	First-party product page image	2026-09-03	An audit-log interface associated with applications and organizational activity	Inspect recorded activity	Audit events	Governance and accountability	RETOOL-05-audit-logs.png	Does not prove log completeness, retention, or tamper resistance	https://retool.com/ai-app-generation | https://retool.com/blog/retool-launches-react-ai-app-builder
PALANTIR-01	Palantir AIP	AIP Logic with Ontology Query tool	First-party documentation image	2026-09-03	An LLM block, prompt, typed inputs/outputs, selected model, and an Ontology Query object tool	Configure logic and query governed objects	Logic function and ontology objects	Operational model grounding	PALANTIR-01-logic-ontology-query.png	Does not prove ontology quality, action authorization, or model correctness	https://www.palantir.com/docs/foundry/logic | https://www.palantir.com/docs/foundry/logic/staged-writes | https://www.palantir.com/docs/foundry/observability/overview
PALANTIR-02	Palantir AIP	Staged write configuration	First-party documentation image	2026-09-03	An Enable staged write control with user/project scoping and execution-log context	Enable and scope staged writes	Proposed write and execution scope	Governed mutation	PALANTIR-02-staged-write.png	Does not prove approval policy, conflict handling, or transaction guarantees	https://www.palantir.com/docs/foundry/logic | https://www.palantir.com/docs/foundry/logic/staged-writes | https://www.palantir.com/docs/foundry/observability/overview
PALANTIR-03	Palantir AIP	Action creation and deployment/automation	First-party documentation image	2026-09-03	Controls to create an action and create a deployment or automation	Package logic as an operational action	Ontology action and deployment	Governed action path	PALANTIR-03-action-deployment.png	Does not prove runtime reliability or authorization effectiveness	https://www.palantir.com/docs/foundry/logic | https://www.palantir.com/docs/foundry/logic/staged-writes | https://www.palantir.com/docs/foundry/observability/overview
PALANTIR-04	Palantir AIP	Workflow lineage and AIP observability	First-party documentation image	2026-09-03	Workflow lineage plus trace/log access with inputs, outputs, and errors described in surrounding docs	Inspect workflow traces and logs	Workflow execution trace	Observability	PALANTIR-04-observability.png	Does not prove retention beyond documented scope or root-cause accuracy	https://www.palantir.com/docs/foundry/logic | https://www.palantir.com/docs/foundry/logic/staged-writes | https://www.palantir.com/docs/foundry/observability/overview
LANGSMITH-01	LangSmith Studio	Graph and trace view	First-party documentation image	2026-09-03	Agent graph, thread/trace context, inputs, and tool calls	Select graph nodes and inspect trace state	Agent graph and run trace	Debugging	LANGSMITH-01-graph-trace.png	Does not prove that every hidden state or side effect is captured	https://docs.langchain.com/langsmith/agent-builder | https://docs.langchain.com/langsmith/interrupts | https://docs.langchain.com/langsmith/evaluate-llm-application | https://docs.langchain.com/langsmith/analyze-an-experiment | https://docs.langchain.com/langsmith/use-studio
LANGSMITH-02	LangSmith Studio	Interrupt and intermediate state	First-party documentation image	2026-09-03	A paused agent graph with interrupt context and visible state	Inspect, modify, or resume from the interruption	Agent state and interrupt	Human-in-the-loop correction	LANGSMITH-02-interrupt-state.png	Does not prove safe resumption or automatic validation of edits	https://docs.langchain.com/langsmith/agent-builder | https://docs.langchain.com/langsmith/interrupts | https://docs.langchain.com/langsmith/evaluate-llm-application | https://docs.langchain.com/langsmith/analyze-an-experiment | https://docs.langchain.com/langsmith/use-studio
LANGSMITH-03	LangSmith Studio	Experiment result detail	First-party documentation image	2026-09-03	Experiment rows with scores plus a detail pane for inputs, outputs, reference outputs, and trace	Open an example and inspect its evidence	Evaluation run	Evaluation evidence	LANGSMITH-03-experiment-result.png	Does not prove evaluator validity or independence	https://docs.langchain.com/langsmith/agent-builder | https://docs.langchain.com/langsmith/interrupts | https://docs.langchain.com/langsmith/evaluate-llm-application | https://docs.langchain.com/langsmith/analyze-an-experiment | https://docs.langchain.com/langsmith/use-studio
LANGSMITH-04	LangSmith Studio	Experiment comparison with trace access	First-party documentation image	2026-09-03	Compact/full/diff table views, score heatmap, and row-level trace detail	Switch views, compare results, and open traces	Experiment versions and run traces	Comparative evaluation	LANGSMITH-04-experiment-compare-trace.png	Does not prove statistical significance or production performance	https://docs.langchain.com/langsmith/agent-builder | https://docs.langchain.com/langsmith/interrupts | https://docs.langchain.com/langsmith/evaluate-llm-application | https://docs.langchain.com/langsmith/analyze-an-experiment | https://docs.langchain.com/langsmith/use-studio
N8N-01	n8n	Node input, parameters, mapping, and output	First-party documentation image	2026-09-03	Incoming data, node configuration/expression mapping, Execute step, and output pane	Map data and execute one step	Workflow node	Hybrid visual/code orchestration	N8N-01-node-input-output.png	Does not prove full-workflow correctness or type safety	https://docs.n8n.io/source-control-environments/understand/environments/ | https://docs.n8n.io/build/work-with-data/reference-data/use-the-ui-mapper/ | https://blog.n8n.io/ai-agent-observability/
N8N-02	n8n	Execution trace and error-workflow context	First-party product blog image	2026-09-03	A workflow canvas with execution path and failure/observability context	Inspect a run and configure error handling	Workflow execution	Operational debugging	N8N-02-execution-trace.png	Does not prove replay semantics, alert delivery, or root-cause accuracy	https://docs.n8n.io/source-control-environments/understand/environments/ | https://docs.n8n.io/build/work-with-data/reference-data/use-the-ui-mapper/ | https://blog.n8n.io/ai-agent-observability/
N8N-03	n8n	Environment and source-control topology	First-party documentation diagram	2026-09-03	Development and production instances connected through Git branches/source control	Promote or compare workflow definitions through environments	Workflow project and environment	Environment governance	N8N-03-environments-diff.png	Does not prove the product's exact diff UI or deployment controls	https://docs.n8n.io/source-control-environments/understand/environments/ | https://docs.n8n.io/build/work-with-data/reference-data/use-the-ui-mapper/ | https://blog.n8n.io/ai-agent-observability/
COPILOT-01	Microsoft Copilot Studio	Agent topic canvas	First-party Microsoft Learn image	2026-09-03	A visual authoring canvas with question, condition, and message nodes	Add or connect conversational nodes	Agent topic graph	Maker-oriented orchestration	COPILOT-01-agent-canvas.png	Does not prove maintainability at large scale or runtime behavior	https://learn.microsoft.com/en-us/microsoft-copilot-studio/authoring-create-edit-topics | https://learn.microsoft.com/en-us/microsoft-copilot-studio/add-tools-custom-agent | https://learn.microsoft.com/en-us/microsoft-copilot-studio/flow-designer | https://learn.microsoft.com/en-us/microsoft-copilot-studio/admin-dlp-troubleshooting | https://learn.microsoft.com/en-us/microsoft-copilot-studio/security-and-governance
COPILOT-02	Microsoft Copilot Studio	Add tool panel	First-party Microsoft Learn image	2026-09-03	Tool choices including prompt, agent flow, computer use, custom connector, REST API, and MCP	Choose a capability to add to the agent	Agent tool/connector	Controlled capability attachment	COPILOT-02-add-tools.png	Does not prove connector permissions, safety, or availability in every tenant	https://learn.microsoft.com/en-us/microsoft-copilot-studio/authoring-create-edit-topics | https://learn.microsoft.com/en-us/microsoft-copilot-studio/add-tools-custom-agent | https://learn.microsoft.com/en-us/microsoft-copilot-studio/flow-designer | https://learn.microsoft.com/en-us/microsoft-copilot-studio/admin-dlp-troubleshooting | https://learn.microsoft.com/en-us/microsoft-copilot-studio/security-and-governance
COPILOT-03	Microsoft Copilot Studio	Flow designer with environment and publish state	First-party Microsoft Learn image	2026-09-03	A visual flow, environment context, Published status, version history, checker, and Publish control	Edit, validate, inspect history, or publish	Agent flow	Maker-to-publish lifecycle	COPILOT-03-flow-environment-publish.png	Does not prove policy completeness or deployment success	https://learn.microsoft.com/en-us/microsoft-copilot-studio/authoring-create-edit-topics | https://learn.microsoft.com/en-us/microsoft-copilot-studio/add-tools-custom-agent | https://learn.microsoft.com/en-us/microsoft-copilot-studio/flow-designer | https://learn.microsoft.com/en-us/microsoft-copilot-studio/admin-dlp-troubleshooting | https://learn.microsoft.com/en-us/microsoft-copilot-studio/security-and-governance
COPILOT-04	Microsoft Copilot Studio	Publishing blocked by open agent issues	First-party Microsoft Learn image	2026-09-03	A publish dialog with open agent issues and an Agent Errors count	Inspect and resolve blocking agent issues before publishing	Agent publication and error report	Publication preflight	COPILOT-04-data-policy-block.png	The crop does not identify the specific errors or prove a data-policy violation. The Microsoft data-policy documentation provides separate context.	https://learn.microsoft.com/en-us/microsoft-copilot-studio/authoring-create-edit-topics | https://learn.microsoft.com/en-us/microsoft-copilot-studio/add-tools-custom-agent | https://learn.microsoft.com/en-us/microsoft-copilot-studio/flow-designer | https://learn.microsoft.com/en-us/microsoft-copilot-studio/admin-dlp-troubleshooting | https://learn.microsoft.com/en-us/microsoft-copilot-studio/security-and-governance
COPILOT-05	Microsoft Copilot Studio	Tenant governance control	First-party Microsoft Learn image	2026-09-03	An administrative Power Platform control governing publication of bots with AI features	Enable or restrict tenant capability	Tenant policy	Admin governance	COPILOT-05-admin-governance.png	Does not prove granular policy coverage or enforcement across every channel	https://learn.microsoft.com/en-us/microsoft-copilot-studio/authoring-create-edit-topics | https://learn.microsoft.com/en-us/microsoft-copilot-studio/add-tools-custom-agent | https://learn.microsoft.com/en-us/microsoft-copilot-studio/flow-designer | https://learn.microsoft.com/en-us/microsoft-copilot-studio/admin-dlp-troubleshooting | https://learn.microsoft.com/en-us/microsoft-copilot-studio/security-and-governance
BACKSTAGE-01	Backstage	Software catalog with owner and lifecycle	First-party documentation image	2026-09-03	Catalog entities with owner/lifecycle metadata and a Create component action	Search catalog entities or start creation	Catalog entity	Capability discovery and ownership	BACKSTAGE-01-catalog-owner.png	Does not prove metadata freshness, completeness, or accountability	https://backstage.io/docs/features/software-catalog/ | https://backstage.io/docs/features/software-templates/ | https://backstage.io/docs/getting-started/viewing-entity-relationships/
BACKSTAGE-02	Backstage	Entity page with integrated tooling	First-party documentation image	2026-09-03	A catalog entity page organizing related operational tool views in tabs	Navigate from the entity to its supporting tools	Catalog entity	Lifecycle hub	BACKSTAGE-02-entity-tooling.png	Does not establish integration quality.	https://backstage.io/docs/features/software-catalog/ | https://backstage.io/docs/features/software-templates/ | https://backstage.io/docs/getting-started/viewing-entity-relationships/
BACKSTAGE-03	Backstage	Software template picker	First-party documentation image	2026-09-03	A gallery of available scaffolding templates	Choose a supported template	Software template	Curated reuse	BACKSTAGE-03-template-picker.png	Does not establish whether templates are current or secure.	https://backstage.io/docs/features/software-catalog/ | https://backstage.io/docs/features/software-templates/ | https://backstage.io/docs/getting-started/viewing-entity-relationships/
BACKSTAGE-04	Backstage	Scaffolder run and outputs	First-party documentation image	2026-09-03	Completed template steps, execution log, and generated outputs	Inspect run status and open generated resources	Scaffolder task	Transparent provisioning	BACKSTAGE-04-scaffolder-run.png	Does not prove rollback, idempotency, or infrastructure success beyond the shown run	https://backstage.io/docs/features/software-catalog/ | https://backstage.io/docs/features/software-templates/ | https://backstage.io/docs/getting-started/viewing-entity-relationships/
BACKSTAGE-05	Backstage	Dependency graph	First-party documentation image	2026-09-03	Entity relationships rendered as a navigable graph with filters	Explore upstream and downstream relationships	Catalog relationship graph	Dependency awareness	BACKSTAGE-05-dependency-graph.png	Does not prove runtime dependencies or complete lineage	https://backstage.io/docs/features/software-catalog/ | https://backstage.io/docs/features/software-templates/ | https://backstage.io/docs/getting-started/viewing-entity-relationships/
TEMPORAL-01	Temporal	Workflow execution details and event history	First-party 2023 workshop PDF screenshot	2026-09-03	A workflow execution with Completed status, input, output, and chronological event history	Inspect workflow state and event details	Durable workflow execution	Long-running reliability	TEMPORAL-01-workflow-history.png	The screenshot is from a 2023 workshop. It does not establish the 2026 interface or retry policy configuration.	https://learn.temporal.io/assets/files/temporal-101-with-go-for-replay-2023-8f624a54b4f815fab55a7f121d65950f.pdf | https://temporal.io/changelog/updated-event-history-timeline-view-is-now-available
WORKATO-01	Workato	Failed job step with repeat action	First-party documentation image	2026-09-03	A failed recipe step, failure details, and Repeat this job affordance	Inspect failure and repeat the job	Recipe job	Failure recovery	WORKATO-01-failed-job-repeat.png	Does not prove idempotency or that repeating is safe	https://docs.workato.com/recipes/jobs.html | https://docs.workato.com/recipes/rerun-job.html | https://docs.workato.com/recipe-development-lifecycle/export.html
WORKATO-02	Workato	Selected jobs for rerun	First-party documentation image	2026-09-03	Job report rows selected for repeat/rerun	Select specific jobs and rerun them	Job instances	Scoped recovery	WORKATO-02-job-rerun.png	Does not prove side-effect handling, ordering, or duplicate prevention	https://docs.workato.com/recipes/jobs.html | https://docs.workato.com/recipes/rerun-job.html | https://docs.workato.com/recipe-development-lifecycle/export.html
WORKATO-03	Workato	Package export manifest	First-party documentation image	2026-09-03	An export manifest listing recipes and dependencies	Review package contents before export	Package manifest	Reusable automation packaging	WORKATO-03-package-manifest.png	Does not prove dependency completeness or target-environment compatibility	https://docs.workato.com/recipes/jobs.html | https://docs.workato.com/recipes/rerun-job.html | https://docs.workato.com/recipe-development-lifecycle/export.html
WORKATO-04	Workato	Exported package and export history	First-party documentation image	2026-09-03	A downloadable package plus prior export history	Download the package or inspect export history	Versioned package export	Reuse and provenance	WORKATO-04-export-package-history.png	Does not prove import success, version compatibility, or governance approval	https://docs.workato.com/recipes/jobs.html | https://docs.workato.com/recipes/rerun-job.html | https://docs.workato.com/recipe-development-lifecycle/export.html