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GAMMA-Rayv0.0.142 · beta

Replit Agent

Spectrum 0.2 beta · Public tier · read 2026-11-10 · not reviewed by its vendor yet

Replit's AI agent that builds, runs, tests and publishes software from a description in plain language, inside a Replit project.

Replit Agenta product, as documented
SPECTRUM 0.2 BETA · Public tier · 2026-11-10
A4AutonomyOrchestrateswith options on · as shipped A3
π Moderate · S1·R5·A1 ×3
R2ReachIntegratedwith options on · as shipped R1
π Moderate · S1·R5·A1 ×3
C2ControlConfigurablewith options on · as shipped C1
π Moderate · S1·R5·A1 ×3
O2OpennessDocumented
π Moderate · S1·R5·A1 ×3
DraftStage: Scaling (10 of 16)In production

Standout. Autonomy 4 (Orchestrates): "Read and write to external services like BigQuery, Linear, Slack, Notion"

Next unlock. Reach 4 (Ecosystem): public evidence that agents operate across organisational boundaries or disparate stacks would get there.

Trust. FACT-Ray: 28 facts: 28 π Moderate · found by an agent, captured and hashed, checked by 2 other agents (same model family, shared repository); no human has signed it.

Standards constellation. 76 provisions lit across 8 of 8 instruments.

Evidence: 18 sources, captured and hashed · the card's page has the vault's read key · Not reviewed by its vendor yet · correct or claim this card

The card: Replit AgentReplit Agent: A4 · R2 · C2 · O2, ScalingAutonomy: level 4, Orchestrates (this card's section)A4AutonomyI10, in the question Q03: How far does it reach? (its row on the questions page)I10It works across several domains orsystemsEvidence: https://docs.replit.com/features/agent/general-agent (opens the public source; documented, available, captured 2026-11-10T05:44Z)docs.replit.com/features/agent/gener… ↗documented · available · sha256 7dee387f3 provisions of Salesforce Agentic Maturity Model (the instruments page)Salesforce 32 provisions of Agentic AI adoption maturity model (the instruments page)Microsoft 2provisions:Salesforce, Level 3: Complex Orchestration, Multiple Domain: the same fact (its page)sf.L3Salesforce, Level 2, how to advance from Level 2 to Level 3: the same fact (its page)sf.a16Salesforce, Level 3, how to advance from Level 3 to Level 4: part of what the provision asks (its page)sf.a17 (part)Microsoft, 400: Capable, Business strategy: the same fact (its page)ms.400.2.1Microsoft, 200: Repeatable, Technology and data: part of what the provision asks (its page)ms.200.4.2 (part)I18, in the question Q05: What is the person's role? (its row on the questions page)I18The agent works independently; the personapproves critical decisions onlyEvidence: https://docs.replit.com/features/agent/overview (opens the public source; documented, default, captured 2026-11-10T05:44Z)docs.replit.com/features/agent/overv… ↗documented · default · sha256 351087bd1 provision of Enterprise Agentic AI Maturity Model (EAAMM) (the instruments page)EAAMM 1provisions:EAAMM, L4 Supervisory (survey item Q9): the same fact (its page)eaamm.L4I19, in the question Q05: What is the person's role? (its row on the questions page)I19The agent has full autonomy withinboundaries; the person monitorsEvidence: https://docs.replit.com/features/agent/plan-mode (opens the public source; documented, available, captured 2026-11-10T05:44Z)docs.replit.com/features/agent/plan-… ↗documented · available · sha256 1c2834bd1 provision of Enterprise Agentic AI Maturity Model (EAAMM) (the instruments page)EAAMM 11 provision of Agentic AI adoption maturity model (the instruments page)Microsoft 1provisions:EAAMM, L5 Autonomous (survey item Q9): the same fact (its page)eaamm.L5Microsoft, 500: Efficient, Business strategy: part of what the provision asks (its page)ms.500.2.1 (part)Reach: level 2, Integrated (this card's section)R2ReachI10, in the question Q03: How far does it reach? (its row on the questions page)I10It works across several domains orsystemsEvidence: https://docs.replit.com/features/agent/general-agent (opens the public source; documented, available, captured 2026-11-10T05:44Z)docs.replit.com/features/agent/gener… ↗documented · available · sha256 7dee387f3 provisions of Salesforce Agentic Maturity Model (the instruments page)Salesforce 32 provisions of Agentic AI adoption maturity model (the instruments page)Microsoft 2provisions:Salesforce, Level 3: Complex Orchestration, Multiple Domain: the same fact (its page)sf.L3Salesforce, Level 2, how to advance from Level 2 to Level 3: the same fact (its page)sf.a16Salesforce, Level 3, how to advance from Level 3 to Level 4: part of what the provision asks (its page)sf.a17 (part)Microsoft, 400: Capable, Business strategy: the same fact (its page)ms.400.2.1Microsoft, 200: Repeatable, Technology and data: part of what the provision asks (its page)ms.200.4.2 (part)I11, in the question Q03: How far does it reach? (its row on the questions page)I11It connects to external tools or servicesacross a trust boundaryEvidence: https://docs.replit.com/features/mcp/overview (opens the public source; documented, available, captured 2026-11-10T05:44Z)docs.replit.com/features/mcp/overview ↗documented · available · sha256 8f0d0d441 provision of State of Agentic AI Security and Governance 2.01 (the instruments page)OWASP 12 provisions of AI Risk Management Framework 1.0, subcategories (the instruments page)NIST AI RMF 2provisions:OWASP, AT6 Externally Extended Agent: the same fact (its page)owasp.AT6NIST AI RMF, GOVERN 6.1: part of what the provision asks (its page)nist.GOVERN-6.1 (part)NIST AI RMF, MAP 4.1: part of what the provision asks (its page)nist.MAP-4.1 (part)Control: level 2, Configurable (this card's section)C2ControlI38, in the question Q11: Can a person step in or stop it? (its row on the questions page)I38High-impact actions need a person'sapprovalEvidence: https://docs.replit.com/features/agent/task-lifecycle (opens the public source; documented, default, captured 2026-11-10T05:44Z)docs.replit.com/features/agent/task-… ↗documented · default · sha256 d4df18641 provision of State of Agentic AI Security and Governance 2.01 (the instruments page)OWASP 11 provision of Regulation (EU) 2024/1689 (the AI Act), selected articles (the instruments page)EU AI Act 11 provision of Agentic AI Governance Maturity Model (AAGMM) (the instruments page)AAGMM 11 provision of AI Risk Management Framework 1.0, subcategories (the instruments page)NIST AI RMF 11 provision of Salesforce Agentic Maturity Model (the instruments page)Salesforce 11 provision of Agentic AI adoption maturity model (the instruments page)Microsoft 1provisions:OWASP, Maturity Level 2 Policy-Defined, Human-in-the-Loop, key enterprise action: the same fact (its page)owasp.k12EU AI Act, Article 14: part of what the provision asks (its page)aiact.art-14 (part)AAGMM, GD-06: part of what the provision asks (its page)aagmm.GD-06 (part)NIST AI RMF, MAP 3.5: part of what the provision asks (its page)nist.MAP-3.5 (part)Salesforce, Level 3, how to advance from Level 3 to Level 4: part of what the provision asks (its page)sf.a22 (part)Microsoft, 300: Defined, Business strategy: part of what the provision asks (its page)ms.300.2.3 (part)I25, in the question Q07: Does it have its own identity and only the access it needs? (its row on the questions page)I25It asks for narrower access than thewhole accountEvidence: https://docs.replit.com/features/integrations/overview (opens the public source; documented, available, captured 2026-11-10T05:44Z)docs.replit.com/features/integration… ↗documented · available · sha256 29d5d4192 provisions of Model Context Protocol, Authorization (draft) (the instruments page)MCP 22 provisions of Salesforce Agentic Maturity Model (the instruments page)Salesforce 21 provision of Agentic AI Governance Maturity Model (AAGMM) (the instruments page)AAGMM 1provisions:MCP authorization, Authorization (draft): the same fact (its page)mcp.06Salesforce, Level 2, how to advance from Level 2 to Level 3: part of what the provision asks (its page)sf.a14 (part)Salesforce, Level 3, how to advance from Level 3 to Level 4: part of what the provision asks (its page)sf.a21 (part)AAGMM, GD-02: part of what the provision asks (its page)aagmm.GD-02 (part)MCP authorization, Authorization (draft): part of what the provision asks (its page)mcp.15 (part)Openness: level 2, Documented (this card's section)O2OpennessI22, in the question Q06: Is what it is for written down? (its row on the questions page)I22Its limits and known failure cases aredocumented for those who use itEvidence: https://docs.replit.com/help/agent-and-ai (opens the public source; documented, default, captured 2026-11-10T05:44Z)docs.replit.com/help/agent-and-ai ↗documented · default · sha256 c787756f2 provisions of AI Risk Management Framework 1.0, subcategories (the instruments page)NIST AI RMF 21 provision of Regulation (EU) 2024/1689 (the AI Act), selected articles (the instruments page)EU AI Act 1provisions:NIST AI RMF, MAP 2.2: the same fact (its page)nist.MAP-2.2NIST AI RMF, MEASURE 2.5: part of what the provision asks (its page)nist.MEASURE-2.5 (part)EU AI Act, Article 13: part of what the provision asks (its page)aiact.art-13 (part)I58, in the question Q18: What data does it use, and under what rules? (its row on the questions page)I58The data it uses is describedEvidence: https://docs.replit.com/legal-and-security-info/model-improvement (opens the public source; documented, default, captured 2026-11-10T05:44Z)docs.replit.com/legal-and-security-i… ↗documented · default · sha256 b330256e1 provision of Agentic AI Governance Maturity Model (AAGMM) (the instruments page)AAGMM 11 provision of Enterprise Agentic AI Maturity Model (EAAMM) (the instruments page)EAAMM 12 provisions of Salesforce Agentic Maturity Model (the instruments page)Salesforce 2provisions:AAGMM, GD-05: part of what the provision asks (its page)aagmm.GD-05 (part)EAAMM, Readiness dimension 2: part of what the provision asks (its page)eaamm.D2 (part)Salesforce, Level 0, how companies can advance from Level 0 to Level 1: part of what the provision asks (its page)sf.a04 (part)Salesforce, Level 1, how to advance from Level 1 to Level 2: part of what the provision asks (its page)sf.a08 (part)I61, in the question Q19: What does it depend on from others? (its row on the questions page)I61The models and third-party components ituses are listedEvidence: https://replit.com/subprocessors (opens the public source; documented, default, captured 2026-11-10T05:44Z)replit.com/subprocessors ↗documented · default · sha256 43bd18511 provision of State of Agentic AI Security and Governance 2.01 (the instruments page)OWASP 11 provision of AI Risk Management Framework 1.0, subcategories (the instruments page)NIST AI RMF 1provisions:OWASP, Maturity Level 2 Policy-Defined, Human-in-the-Loop, key enterprise action: the same fact (its page)owasp.k14NIST AI RMF, MAP 4.1: part of what the provision asks (its page)nist.MAP-4.1 (part)

The walk down from this card: each dimension, the indicators its level stands on (a link to the indicator's row), the public source of each answer (a link out; dashed means available, not default) the instruments its provisions sit in (a link to the instrument) and each provision itself (a link to its own page). A solid frame is evidenced; a dashed frame is not yet evidenced, which is not a no.

What each level rests on

Autonomy: what does A4 Orchestrates rest on? 3 facts
I10 It works across several domains or systems
The card: Replit AgentCARDReplit Agent: A4 · R2 · C2 · O2rated_onAutonomy on the cardDIMENSIONAutonomystands_atA4 Orchestrates (the card)LEVELA4 Orchestratesrests_onI10: its row on the questions pageFACTIt works across several domains or systemsπ Moderate · S1·R5·A1 ×3backed_byThe evidence, on the card pageEVIDENCEWith connectors added, Agent reads and writes to severalexternal services such as BigQuery, Linear, Slack andNotion.words: "Read and write to external services like BigQue…"read 2026-11-10T05:44Z · sha256 7dee387fobserved_onThe public source: https://docs.replit.com/features/agent/general-agent (opens it)SOURCEdocs.replit.com/features/agent/general-agentproduced_by gamma.studio@web-summit.dinischecked_by gamma.review@web-summit.dinischecked_by gamma.approve@web-summit.dinismatchesSalesforce: Level 3: Complex Orchestration, Multiple Domain (its page)PROVISIONSalesforce: Level 3: Complex Orchestration, Multiple Domainstated_in Salesforce Agentic Maturity ModelmatchesSalesforce: Level 2, how to advance from Level 2 to Level 3 (its page)PROVISIONSalesforce: Level 2, how to advance from Level 2 to Level 3stated_in Salesforce Agentic Maturity Modelis_part_ofSalesforce: Level 3, how to advance from Level 3 to Level 4 (its page)PROVISIONSalesforce: Level 3, how to advance from Level 3 to Level 4stated_in Salesforce Agentic Maturity ModelmatchesMicrosoft: 400: Capable, Business strategy (its page)PROVISIONMicrosoft: 400: Capable, Business strategystated_in Agentic AI adoption maturity modelis_part_ofMicrosoft: 200: Repeatable, Technology and data (its page)PROVISIONMicrosoft: 200: Repeatable, Technology and datastated_in Agentic AI adoption maturity model
I18 The agent works independently; the person approves critical decisions…
The card: Replit AgentCARDReplit Agent: A4 · R2 · C2 · O2rated_onAutonomy on the cardDIMENSIONAutonomystands_atA4 Orchestrates (the card)LEVELA4 Orchestratesrests_onI18: its row on the questions pageFACTThe agent works independently; the person approves criticaldecisions onlyπ Moderate · S1·R5·A1 ×3backed_byThe evidence, on the card pageEVIDENCEIn the default build mode Agent plans, writes code, sets upinfrastructure, tests and deploys on its own from adescription.words: "Agent handles the rest, from planning to deploy…"read 2026-11-10T05:44Z · sha256 351087bdobserved_onThe public source: https://docs.replit.com/features/agent/overview (opens it)SOURCEdocs.replit.com/features/agent/overviewproduced_by gamma.studio@web-summit.dinischecked_by gamma.review@web-summit.dinischecked_by gamma.approve@web-summit.dinismatchesEAAMM: L4 Supervisory (survey item Q9) (its page)PROVISIONEAAMM: L4 Supervisory (survey item Q9)stated_in Enterprise Agentic AI Maturity Model (E…
I19 The agent has full autonomy within boundaries; the person monitors
The card: Replit AgentCARDReplit Agent: A4 · R2 · C2 · O2rated_onAutonomy on the cardDIMENSIONAutonomystands_atA4 Orchestrates (the card)LEVELA4 Orchestratesrests_onI19: its row on the questions pageFACTThe agent has full autonomy within boundaries; the person monitorsπ Moderate · S1·R5·A1 ×3backed_byThe evidence, on the card pageEVIDENCEBackground tasks wait for review by default; the person canswitch on automatic apply of their changes.words: "You can enable Automatically apply changes in t…"read 2026-11-10T05:44Z · sha256 1c2834bdobserved_onThe public source: https://docs.replit.com/features/agent/plan-mode (opens it)SOURCEdocs.replit.com/features/agent/plan-modeproduced_by gamma.studio@web-summit.dinischecked_by gamma.review@web-summit.dinischecked_by gamma.approve@web-summit.dinismatchesEAAMM: L5 Autonomous (survey item Q9) (its page)PROVISIONEAAMM: L5 Autonomous (survey item Q9)stated_in Enterprise Agentic AI Maturity Model (E…is_part_ofMicrosoft: 500: Efficient, Business strategy (its page)PROVISIONMicrosoft: 500: Efficient, Business strategystated_in Agentic AI adoption maturity model
Reach: what does R2 Integrated rest on? 2 facts
I10 It works across several domains or systems
The card: Replit AgentCARDReplit Agent: A4 · R2 · C2 · O2rated_onReach on the cardDIMENSIONReachstands_atR2 Integrated (the card)LEVELR2 Integratedrests_onI10: its row on the questions pageFACTIt works across several domains or systemsπ Moderate · S1·R5·A1 ×3backed_byThe evidence, on the card pageEVIDENCEWith connectors added, Agent reads and writes to severalexternal services such as BigQuery, Linear, Slack andNotion.words: "Read and write to external services like BigQue…"read 2026-11-10T05:44Z · sha256 7dee387fobserved_onThe public source: https://docs.replit.com/features/agent/general-agent (opens it)SOURCEdocs.replit.com/features/agent/general-agentproduced_by gamma.studio@web-summit.dinischecked_by gamma.review@web-summit.dinischecked_by gamma.approve@web-summit.dinismatchesSalesforce: Level 3: Complex Orchestration, Multiple Domain (its page)PROVISIONSalesforce: Level 3: Complex Orchestration, Multiple Domainstated_in Salesforce Agentic Maturity ModelmatchesSalesforce: Level 2, how to advance from Level 2 to Level 3 (its page)PROVISIONSalesforce: Level 2, how to advance from Level 2 to Level 3stated_in Salesforce Agentic Maturity Modelis_part_ofSalesforce: Level 3, how to advance from Level 3 to Level 4 (its page)PROVISIONSalesforce: Level 3, how to advance from Level 3 to Level 4stated_in Salesforce Agentic Maturity ModelmatchesMicrosoft: 400: Capable, Business strategy (its page)PROVISIONMicrosoft: 400: Capable, Business strategystated_in Agentic AI adoption maturity modelis_part_ofMicrosoft: 200: Repeatable, Technology and data (its page)PROVISIONMicrosoft: 200: Repeatable, Technology and datastated_in Agentic AI adoption maturity modelawaitsI13: an open question, not a noNOT YET EVIDENCEDAgents operate across organisational boundaries ordisparate stackswould reach R4 Ecosystem
I11 It connects to external tools or services across a trust boundary
The card: Replit AgentCARDReplit Agent: A4 · R2 · C2 · O2rated_onReach on the cardDIMENSIONReachstands_atR2 Integrated (the card)LEVELR2 Integratedrests_onI11: its row on the questions pageFACTIt connects to external tools or services across a trust boundaryπ Moderate · S1·R5·A1 ×3backed_byThe evidence, on the card pageEVIDENCEThe MCP list states Agent connects to external tools anddata sources through MCP servers the user installs.words: "Replit Agent connects to external tools and dat…"read 2026-11-10T05:44Z · sha256 8f0d0d44observed_onThe public source: https://docs.replit.com/features/mcp/overview (opens it)SOURCEdocs.replit.com/features/mcp/overviewproduced_by gamma.studio@web-summit.dinischecked_by gamma.review@web-summit.dinischecked_by gamma.approve@web-summit.dinismatchesOWASP: AT6 Externally Extended Agent (its page)PROVISIONOWASP: AT6 Externally Extended Agentstated_in State of Agentic AI Security and Govern…is_part_ofNIST AI RMF: GOVERN 6.1 (its page)PROVISIONNIST AI RMF: GOVERN 6.1stated_in AI Risk Management Framework 1.0, subca…is_part_ofNIST AI RMF: MAP 4.1 (its page)PROVISIONNIST AI RMF: MAP 4.1stated_in AI Risk Management Framework 1.0, subca…awaitsI13: an open question, not a noNOT YET EVIDENCEDAgents operate across organisational boundaries ordisparate stackswould reach R4 Ecosystem
Control: what does C2 Configurable rest on? 2 facts
I38 High-impact actions need a person's approval
The card: Replit AgentCARDReplit Agent: A4 · R2 · C2 · O2rated_onControl on the cardDIMENSIONControlstands_atC2 Configurable (the card)LEVELC2 Configurablerests_onI38: its row on the questions pageFACTHigh-impact actions need a person's approvalπ Moderate · S1·R5·A1 ×3backed_byThe evidence, on the card pageEVIDENCEChanges made by background tasks are held for the person toreview before they are applied to the main version.words: "Review the task’s work log, test results, and p…"read 2026-11-10T05:44Z · sha256 d4df1864observed_onThe public source: https://docs.replit.com/features/agent/task-lifecycle (opens it)SOURCEdocs.replit.com/features/agent/task-lifecycleproduced_by gamma.studio@web-summit.dinischecked_by gamma.review@web-summit.dinischecked_by gamma.approve@web-summit.dinismatchesOWASP: Maturity Level 2 Policy-Defined, Human-in-the-Loop, key enterprise action (its page)PROVISIONOWASP: Maturity Level 2 Policy-Defined, Human-in-the-Loop,key enterprise actionstated_in State of Agentic AI Security and Govern…is_part_ofEU AI Act: Article 14 (its page)PROVISIONEU AI Act: Article 14stated_in Regulation (EU) 2024/1689 (the AI Act),…is_part_ofAAGMM: GD-06 (its page)PROVISIONAAGMM: GD-06stated_in Agentic AI Governance Maturity Model (A…is_part_ofNIST AI RMF: MAP 3.5 (its page)PROVISIONNIST AI RMF: MAP 3.5stated_in AI Risk Management Framework 1.0, subca…is_part_ofSalesforce: Level 3, how to advance from Level 3 to Level 4 (its page)PROVISIONSalesforce: Level 3, how to advance from Level 3 to Level 4stated_in Salesforce Agentic Maturity Modelis_part_ofMicrosoft: 300: Defined, Business strategy (its page)PROVISIONMicrosoft: 300: Defined, Business strategystated_in Agentic AI adoption maturity modelawaitsI43: an open question, not a noNOT YET EVIDENCEDIt is monitored in operationwould reach C3 Observable
I25 It asks for narrower access than the whole account
The card: Replit AgentCARDReplit Agent: A4 · R2 · C2 · O2rated_onControl on the cardDIMENSIONControlstands_atC2 Configurable (the card)LEVELC2 Configurablerests_onI25: its row on the questions pageFACTIt asks for narrower access than the whole accountπ Moderate · S1·R5·A1 ×3backed_byThe evidence, on the card pageEVIDENCEOn Enterprise an organisation can bring its own OAuth appand set the exact scopes builders can request for aconnector.words: "control the exact scopes your builders can requ…"read 2026-11-10T05:44Z · sha256 29d5d419observed_onThe public source: https://docs.replit.com/features/integrations/overview (opens it)SOURCEdocs.replit.com/features/integrations/overviewproduced_by gamma.studio@web-summit.dinischecked_by gamma.review@web-summit.dinischecked_by gamma.approve@web-summit.dinismatchesMCP authorization: Authorization (draft) (its page)PROVISIONMCP authorization: Authorization (draft)stated_in Model Context Protocol, Authorization (…is_part_ofSalesforce: Level 2, how to advance from Level 2 to Level 3 (its page)PROVISIONSalesforce: Level 2, how to advance from Level 2 to Level 3stated_in Salesforce Agentic Maturity Modelis_part_ofSalesforce: Level 3, how to advance from Level 3 to Level 4 (its page)PROVISIONSalesforce: Level 3, how to advance from Level 3 to Level 4stated_in Salesforce Agentic Maturity Modelis_part_ofAAGMM: GD-02 (its page)PROVISIONAAGMM: GD-02stated_in Agentic AI Governance Maturity Model (A…is_part_ofMCP authorization: Authorization (draft) (its page)PROVISIONMCP authorization: Authorization (draft)stated_in Model Context Protocol, Authorization (…awaitsI43: an open question, not a noNOT YET EVIDENCEDIt is monitored in operationwould reach C3 Observable
Openness: what does O2 Documented rest on? 3 facts
I22 Its limits and known failure cases are documented for those who use it
The card: Replit AgentCARDReplit Agent: A4 · R2 · C2 · O2rated_onOpenness on the cardDIMENSIONOpennessstands_atO2 Documented (the card)LEVELO2 Documentedrests_onI22: its row on the questions pageFACTIts limits and known failure cases are documented for those whouse itπ Moderate · S1·R5·A1 ×3backed_byThe evidence, on the card pageEVIDENCEThe help page documents known failure cases such as Agentfreezing, looping and adding unrequested features, withwhat to do.words: "Agent is looping or repeating the same steps"read 2026-11-10T05:44Z · sha256 c787756fobserved_onThe public source: https://docs.replit.com/help/agent-and-ai (opens it)SOURCEdocs.replit.com/help/agent-and-aiproduced_by gamma.studio@web-summit.dinischecked_by gamma.review@web-summit.dinischecked_by gamma.approve@web-summit.dinismatchesNIST AI RMF: MAP 2.2 (its page)PROVISIONNIST AI RMF: MAP 2.2stated_in AI Risk Management Framework 1.0, subca…is_part_ofNIST AI RMF: MEASURE 2.5 (its page)PROVISIONNIST AI RMF: MEASURE 2.5stated_in AI Risk Management Framework 1.0, subca…is_part_ofEU AI Act: Article 13 (its page)PROVISIONEU AI Act: Article 13stated_in Regulation (EU) 2024/1689 (the AI Act),…awaitsI50: an open question, not a noNOT YET EVIDENCEDTest or evaluation results are publishedwould reach O3 Measured
I58 The data it uses is described
The card: Replit AgentCARDReplit Agent: A4 · R2 · C2 · O2rated_onOpenness on the cardDIMENSIONOpennessstands_atO2 Documented (the card)LEVELO2 Documentedrests_onI58: its row on the questions pageFACTThe data it uses is describedπ Moderate · S1·R5·A1 ×3backed_byThe evidence, on the card pageEVIDENCEThe page describes the content used for model improvement:prompts, instructions, context and generated responses.words: "including your prompts, instructions, context,…"read 2026-11-10T05:44Z · sha256 b330256eobserved_onThe public source: https://docs.replit.com/legal-and-security-info/model-improvement (opens it)SOURCEdocs.replit.com/legal-and-security-info/model-improvementproduced_by gamma.studio@web-summit.dinischecked_by gamma.review@web-summit.dinischecked_by gamma.approve@web-summit.dinisis_part_ofAAGMM: GD-05 (its page)PROVISIONAAGMM: GD-05stated_in Agentic AI Governance Maturity Model (A…is_part_ofEAAMM: Readiness dimension 2 (its page)PROVISIONEAAMM: Readiness dimension 2stated_in Enterprise Agentic AI Maturity Model (E…is_part_ofSalesforce: Level 0, how companies can advance from Level 0 to Level 1 (its page)PROVISIONSalesforce: Level 0, how companies can advance from Level 0to Level 1stated_in Salesforce Agentic Maturity Modelis_part_ofSalesforce: Level 1, how to advance from Level 1 to Level 2 (its page)PROVISIONSalesforce: Level 1, how to advance from Level 1 to Level 2stated_in Salesforce Agentic Maturity ModelawaitsI50: an open question, not a noNOT YET EVIDENCEDTest or evaluation results are publishedwould reach O3 Measured
I61 The models and third-party components it uses are listed
The card: Replit AgentCARDReplit Agent: A4 · R2 · C2 · O2rated_onOpenness on the cardDIMENSIONOpennessstands_atO2 Documented (the card)LEVELO2 Documentedrests_onI61: its row on the questions pageFACTThe models and third-party components it uses are listedπ Moderate · S1·R5·A1 ×3backed_byThe evidence, on the card pageEVIDENCEThe subprocessor list names the providers of AI models(Anthropic, OpenAI, Google); it lists providers, not whichmodel Agent uses.read 2026-11-10T05:44Z · sha256 43bd1851observed_onThe public source: https://replit.com/subprocessors (opens it)SOURCEreplit.com/subprocessorsproduced_by gamma.studio@web-summit.dinischecked_by gamma.review@web-summit.dinischecked_by gamma.approve@web-summit.dinismatchesOWASP: Maturity Level 2 Policy-Defined, Human-in-the-Loop, key enterprise action (its page)PROVISIONOWASP: Maturity Level 2 Policy-Defined, Human-in-the-Loop,key enterprise actionstated_in State of Agentic AI Security and Govern…is_part_ofNIST AI RMF: MAP 4.1 (its page)PROVISIONNIST AI RMF: MAP 4.1stated_in AI Risk Management Framework 1.0, subca…awaitsI50: an open question, not a noNOT YET EVIDENCEDTest or evaluation results are publishedwould reach O3 Measured

Each path has its verbs on the edges; every node is a link, the source opens the page, a dashed box is an open question, not a no.

This card rates a product as its vendor documents it, not anyone's deployment of it. A feature the operator has to turn on counts, and is marked as available. Levels are computed from the evidence below by published rules. A dimension with no evidence reads "not yet evidenced".

Autonomy: level 4, Orchestrates

What does the agent do on its own? Runs multi-step workflows across systems or coordinates other agents; a person sets goals and reviews outcomes. This level holds with: Plan mode on; App Testing on; Background changes applied automatically; With connectors and MCP servers. As shipped, with nothing turned on, it is level 3, Acts.

This evidence touches 8 provisions: Salesforce, Microsoft, EAAMM.

Reach: level 2, Integrated

How connected is it? Documented connectors to common tools. This level holds with: With connectors and MCP servers. As shipped, with nothing turned on, it is level 1, Contained.

This evidence touches 8 provisions: Salesforce, Microsoft, OWASP, NIST AI RMF.

Next unlock: level 4, Ecosystem. Public evidence that agents operate across organisational boundaries or disparate stacks.

Control: level 2, Configurable

Can people stay in command? Approval modes, permission scopes and roles are documented settings. This level holds with: Enterprise workspace. As shipped, with nothing turned on, it is level 1, Stated.

This evidence touches 11 provisions: OWASP, EU AI Act, AAGMM, NIST AI RMF, Salesforce, Microsoft, MCP authorization.

Next unlock: level 3, Observable. Public evidence that it is monitored in operation.

Openness: level 2, Documented

Does it show its work? Public documents on how it works, its data, its models and its limits.

This evidence touches 9 provisions: NIST AI RMF, EU AI Act, AAGMM, EAAMM, Salesforce, OWASP.

Next unlock: level 3, Measured. Public evidence that test or evaluation results are published.

How far to trust this card

Status: Draft. Draft means the facts were found in public pages and reviewed by agents. The company has not confirmed them and no customer has gone on record. FACT-Ray says how far each fact can be trusted: who says it (Source), how firmly it is recorded (Record) and who stands behind it (Accountability). It never changes a level.

The standards constellation

One piece of public evidence can speak to several frameworks at once. "Touched" never means "complies". The share is of the provisions that can be read from outside.

InstrumentProvisions touchedOf those publicly readable
Salesforce1724
EAAMM48
OWASP1118
MCP authorization48
AAGMM77
Microsoft923
NIST AI RMF2020
EU AI Act46

The 76 provisions lit

Each line item, with the facts that reach it. "Evidenced" is a link of the kind same: the fact is what the provision asks. "Partly" is a link of the kind part: the fact is one piece of it. "Its absence" points the other way. Each provision has its own page with its text and its place in the source.

ProvisionInstrumentReached byHow far
sf.a01 Level 0, how companies can advance from Level 0 to Level 1SalesforceI07 (partly)partly · π Moderate · S1·R5·A1 ×3
sf.a04 Level 0, how companies can advance from Level 0 to Level 1SalesforceI09 (partly), I58 (partly)partly · π Moderate · S1·R5·A1 ×3
sf.a06 Level 0, how companies can advance from Level 0 to Level 1SalesforceS1 (partly)partly · π Moderate · S1·R5·A1 ×3
sf.L1 Level 1: Information Retrieval AgentsSalesforceI07 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
sf.a07 Level 1, how to advance from Level 1 to Level 2SalesforceI08 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
sf.a08 Level 1, how to advance from Level 1 to Level 2SalesforceI58 (partly)partly · π Moderate · S1·R5·A1 ×3
sf.a10 Level 1, how to advance from Level 1 to Level 2SalesforceI57 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
sf.L2 Level 2: Simple Orchestration, Single DomainSalesforceI08 (partly), I09 (partly)partly · π Moderate · S1·R5·A1 ×3
sf.a14 Level 2, how to advance from Level 2 to Level 3SalesforceI25 (partly)partly · π Moderate · S1·R5·A1 ×3
sf.a16 Level 2, how to advance from Level 2 to Level 3SalesforceI10 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
sf.L3 Level 3: Complex Orchestration, Multiple DomainSalesforceI10 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
sf.a17 Level 3, how to advance from Level 3 to Level 4SalesforceI10 (partly)partly · π Moderate · S1·R5·A1 ×3
sf.a21 Level 3, how to advance from Level 3 to Level 4SalesforceI25 (partly)partly · π Moderate · S1·R5·A1 ×3
sf.a22 Level 3, how to advance from Level 3 to Level 4SalesforceI38 (partly)partly · π Moderate · S1·R5·A1 ×3
sf.L4 Level 4: Multi-Agent OrchestrationSalesforceS2 (partly)partly · π Moderate · S1·R5·A1 ×3
sf.a26 Level 4, how to maximize valueSalesforceS2 (partly)partly · π Moderate · S1·R5·A1 ×3
sf.a28 Level 4, how to maximize valueSalesforceI57 (partly)partly · π Moderate · S1·R5·A1 ×3
eaamm.L3 L3 Consultative (survey item Q9)EAAMMI17 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
eaamm.L4 L4 Supervisory (survey item Q9)EAAMMI18 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
eaamm.L5 L5 Autonomous (survey item Q9)EAAMMI19 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
eaamm.D2 Readiness dimension 2EAAMMI58 (partly)partly · π Moderate · S1·R5·A1 ×3
owasp.AT1 AT1 Vendor Embedded AssistantOWASPI01 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
owasp.AT4 AT4 Code Executing AgentOWASPI04 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
owasp.AT6 AT6 Externally Extended AgentOWASPI11 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
owasp.k03 Maturity Level 0 Unaware and Ad Hoc, key enterprise actionOWASPI41 (partly)partly · π Moderate · S1·R5·A1 ×3
owasp.k04 Maturity Level 0 Unaware and Ad Hoc, key enterprise actionOWASPI47 (partly)partly · π Moderate · S1·R5·A1 ×3
owasp.k07 Maturity Level 1 Experimentation without Guardrails, key enterprise actionOWASPI21 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
owasp.k09 Maturity Level 1 Experimentation without Guardrails, key enterprise actionOWASPI41 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
owasp.k10 Maturity Level 1 Experimentation without Guardrails, key enterprise actionOWASPI68 (partly)partly · π Moderate · S1·R5·A1 ×3
owasp.k12 Maturity Level 2 Policy-Defined, Human-in-the-Loop, key enterprise actionOWASPI38 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
owasp.k14 Maturity Level 2 Policy-Defined, Human-in-the-Loop, key enterprise actionOWASPI61 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
owasp.k18 Maturity Level 3 Integrated, Continuous Oversight, key enterprise actionOWASPI39 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
mcp.01 Authorization (draft)MCP authorizationS3 (partly)partly · π Moderate · S1·R5·A1 ×3
mcp.02 Authorization (draft)MCP authorizationS3 (partly)partly · π Moderate · S1·R5·A1 ×3
mcp.06 Authorization (draft)MCP authorizationI25 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
mcp.15 Authorization (draft)MCP authorizationI25 (partly)partly · π Moderate · S1·R5·A1 ×3
aagmm.GD-02 GD-02AAGMMI25 (partly)partly · π Moderate · S1·R5·A1 ×3
aagmm.GD-03 GD-03AAGMMI41 (partly)partly · π Moderate · S1·R5·A1 ×3
aagmm.GD-05 GD-05AAGMMI58 (partly)partly · π Moderate · S1·R5·A1 ×3
aagmm.GD-06 GD-06AAGMMI38 (partly)partly · π Moderate · S1·R5·A1 ×3
aagmm.GD-08 GD-08AAGMMI41 (partly)partly · π Moderate · S1·R5·A1 ×3
aagmm.GD-09 GD-09AAGMMS2 (partly)partly · π Moderate · S1·R5·A1 ×3
aagmm.GD-12 GD-12AAGMMI68 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
ms.200.2.1 200: Repeatable, Business strategyMicrosoftI08 (partly)partly · π Moderate · S1·R5·A1 ×3
ms.200.4.2 200: Repeatable, Technology and dataMicrosoftI10 (partly)partly · π Moderate · S1·R5·A1 ×3
ms.300.2.3 300: Defined, Business strategyMicrosoftI21 (partly), I38 (partly)partly · π Moderate · S1·R5·A1 ×3
ms.400.2.1 400: Capable, Business strategyMicrosoftI10 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
ms.400.2.3 400: Capable, Business strategyMicrosoftS1 (partly)partly · π Moderate · S1·R5·A1 ×3
ms.400.3.2 400: Capable, AI governance and securityMicrosoftI68 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
ms.500.1.2 500: Efficient, AI strategy and experienceMicrosoftI68 (partly)partly · π Moderate · S1·R5·A1 ×3
ms.500.2.1 500: Efficient, Business strategyMicrosoftI19 (partly)partly · π Moderate · S1·R5·A1 ×3
ms.500.2.2 500: Efficient, Business strategyMicrosoftI68 (partly)partly · π Moderate · S1·R5·A1 ×3
nist.GOVERN-4.3 GOVERN 4.3NIST AI RMFI51 (partly)partly · π Moderate · S1·R5·A1 ×3
nist.GOVERN-5.1 GOVERN 5.1NIST AI RMFI57 (partly)partly · π Moderate · S1·R5·A1 ×3
nist.GOVERN-5.2 GOVERN 5.2NIST AI RMFI57 (partly)partly · π Moderate · S1·R5·A1 ×3
nist.GOVERN-6.1 GOVERN 6.1NIST AI RMFI11 (partly)partly · π Moderate · S1·R5·A1 ×3
nist.MANAGE-2.4 MANAGE 2.4NIST AI RMFI39 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
nist.MANAGE-4.2 MANAGE 4.2NIST AI RMFI68 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
nist.MAP-1.1 MAP 1.1NIST AI RMFI20 (partly)partly · π Moderate · S1·R5·A1 ×3
nist.MAP-1.3 MAP 1.3NIST AI RMFI20 (partly)partly · π Moderate · S1·R5·A1 ×3
nist.MAP-1.4 MAP 1.4NIST AI RMFS1 (partly)partly · π Moderate · S1·R5·A1 ×3
nist.MAP-2.1 MAP 2.1NIST AI RMFI20 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
nist.MAP-2.2 MAP 2.2NIST AI RMFI22 (evidenced), I21 (partly)evidenced · π Moderate · S1·R5·A1 ×3
nist.MAP-3.3 MAP 3.3NIST AI RMFI20 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
nist.MAP-3.5 MAP 3.5NIST AI RMFI38 (partly)partly · π Moderate · S1·R5·A1 ×3
nist.MAP-4.1 MAP 4.1NIST AI RMFI11 (partly), I61 (partly)partly · π Moderate · S1·R5·A1 ×3
nist.MEASURE-1.3 MEASURE 1.3NIST AI RMFI52 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
nist.MEASURE-2.5 MEASURE 2.5NIST AI RMFI22 (partly)partly · π Moderate · S1·R5·A1 ×3
nist.MEASURE-2.6 MEASURE 2.6NIST AI RMFI51 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
nist.MEASURE-2.7 MEASURE 2.7NIST AI RMFI51 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
nist.MEASURE-3.3 MEASURE 3.3NIST AI RMFI57 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
nist.MEASURE-4.3 MEASURE 4.3NIST AI RMFI68 (partly)partly · π Moderate · S1·R5·A1 ×3
aiact.art-12 Article 12EU AI ActI41 (evidenced)evidenced · π Moderate · S1·R5·A1 ×3
aiact.art-13 Article 13EU AI ActI20 (partly), I22 (partly), S3 (partly)partly · π Moderate · S1·R5·A1 ×3
aiact.art-14 Article 14EU AI ActI38 (partly), I39 (partly)partly · π Moderate · S1·R5·A1 ×3
aiact.art-15 Article 15EU AI ActI51 (partly)partly · π Moderate · S1·R5·A1 ×3

Upper layers

The public card is the front door. The same evidence, read with the governance rules, is this agent's GAMMA-Ray rating: freedom, governance, the level held, the grant and a work order. That layer is written for an operator.

The vault

Every source behind this card was captured and hashed into a public sgit vault (micbbanr): captures.json lists each URL with the SHA-256 of what was fetched and when. Read key:

sgit_public_read_a835cecf0324b1147350caf9a8566f08f8c1c10df7eb007bd866eb156f228154:micbbanr

With sgit: sgit clone sgit_public_read_a835cecf0324b1147350caf9a8566f08f8c1c10df7eb007bd866eb156f228154:micbbanr.