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.
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 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
I18 The agent works independently; the person approves critical decisions…
I19 The agent has full autonomy within boundaries; the person monitors
Reach: what does R2 Integrated rest on? 2 facts
I10 It works across several domains or systems
I11 It connects to external tools or services across a trust boundary
Control: what does C2 Configurable rest on? 2 facts
I38 High-impact actions need a person's approval
I25 It asks for narrower access than the whole account
Openness: what does O2 Documented rest on? 3 facts
I22 Its limits and known failure cases are documented for those who use it
I58 The data it uses is described
I61 The models and third-party components it uses are listed
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.
I10It works across several domains or systems. With connectors added, Agent reads and writes to several external services such as BigQuery, Linear, Slack and Notion. "Read and write to external services like BigQuery, Linear, Slack, Notion" Source (read, documented, available, captured 2026-11-10T05:44Z, sha2567dee387f587385fc) · π Moderate · S1·R5·A1 ×3I18The agent works independently; the person approves critical decisions only. In the default build mode Agent plans, writes code, sets up infrastructure, tests and deploys on its own from a description. "Agent handles the rest, from planning to deployment" Source (read, documented, captured 2026-11-10T05:44Z, sha256351087bd1f78f841) · π Moderate · S1·R5·A1 ×3I19The agent has full autonomy within boundaries; the person monitors. Background tasks wait for review by default; the person can switch on automatic apply of their changes. "You can enable Automatically apply changes in the background build options." Source (read, documented, available, captured 2026-11-10T05:44Z, sha2561c2834bd959ed8d7) · π Moderate · S1·R5·A1 ×3
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.
I10It works across several domains or systems. With connectors added, Agent reads and writes to several external services such as BigQuery, Linear, Slack and Notion. "Read and write to external services like BigQuery, Linear, Slack, Notion" Source (read, documented, available, captured 2026-11-10T05:44Z, sha2567dee387f587385fc) · π Moderate · S1·R5·A1 ×3I11It connects to external tools or services across a trust boundary. The MCP list states Agent connects to external tools and data sources through MCP servers the user installs. "Replit Agent connects to external tools and data sources through the" Source (read, documented, available, captured 2026-11-10T05:44Z, sha2568f0d0d44edb190fb) · π Moderate · S1·R5·A1 ×3
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.
I38High-impact actions need a person's approval. Changes made by background tasks are held for the person to review before they are applied to the main version. "Review the task’s work log, test results, and preview before applying changes." Source (read, documented, captured 2026-11-10T05:44Z, sha256d4df1864788c5069) · π Moderate · S1·R5·A1 ×3I25It asks for narrower access than the whole account. On Enterprise an organisation can bring its own OAuth app and set the exact scopes builders can request for a connector. "control the exact scopes your builders can request" Source (read, documented, available, captured 2026-11-10T05:44Z, sha25629d5d4195ad021dd) · π Moderate · S1·R5·A1 ×3
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.
I22Its limits and known failure cases are documented for those who use it. The help page documents known failure cases such as Agent freezing, looping and adding unrequested features, with what to do. "Agent is looping or repeating the same steps" Source (read, documented, captured 2026-11-10T05:44Z, sha256c787756fd19c0948) · π Moderate · S1·R5·A1 ×3I58The data it uses is described. The page describes the content used for model improvement: prompts, instructions, context and generated responses. "including your prompts, instructions, context, and responses generated for you" Source (read, documented, captured 2026-11-10T05:44Z, sha256b330256ef72ada55) · π Moderate · S1·R5·A1 ×3I61The models and third-party components it uses are listed. The subprocessor list names the providers of AI models (Anthropic, OpenAI, Google); it lists providers, not which model Agent uses. Source (read, documented, captured 2026-11-10T05:44Z, sha25643bd18511a5644e7) · π Moderate · S1·R5·A1 ×3
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 facts: 28 facts: 28 π Moderate. Each is written beside its evidence above.
- The chain: found by an agent, captured and hashed, checked by 2 other agents (same model family, shared repository); no human has signed it.
- Who: produced by
gamma.studio@web-summit.dinis; checked bygamma.review@web-summit.dinisandgamma.approve@web-summit.dinis. The actors. - What would raise it: the company's own file at
/.well-known/fact-ray.json(Source 2), a customer's statement of use (Source 3), or a named person signing the card (how).
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.
| Instrument | Provisions touched | Of those publicly readable |
|---|---|---|
| Salesforce | 17 | 24 |
| EAAMM | 4 | 8 |
| OWASP | 11 | 18 |
| MCP authorization | 4 | 8 |
| AAGMM | 7 | 7 |
| Microsoft | 9 | 23 |
| NIST AI RMF | 20 | 20 |
| EU AI Act | 4 | 6 |
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.
| Provision | Instrument | Reached by | How far |
|---|---|---|---|
sf.a01 Level 0, how companies can advance from Level 0 to Level 1 | Salesforce | I07 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
sf.a04 Level 0, how companies can advance from Level 0 to Level 1 | Salesforce | I09 (partly), I58 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
sf.a06 Level 0, how companies can advance from Level 0 to Level 1 | Salesforce | S1 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
sf.L1 Level 1: Information Retrieval Agents | Salesforce | I07 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
sf.a07 Level 1, how to advance from Level 1 to Level 2 | Salesforce | I08 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
sf.a08 Level 1, how to advance from Level 1 to Level 2 | Salesforce | I58 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
sf.a10 Level 1, how to advance from Level 1 to Level 2 | Salesforce | I57 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
sf.L2 Level 2: Simple Orchestration, Single Domain | Salesforce | I08 (partly), I09 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
sf.a14 Level 2, how to advance from Level 2 to Level 3 | Salesforce | I25 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
sf.a16 Level 2, how to advance from Level 2 to Level 3 | Salesforce | I10 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
sf.L3 Level 3: Complex Orchestration, Multiple Domain | Salesforce | I10 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
sf.a17 Level 3, how to advance from Level 3 to Level 4 | Salesforce | I10 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
sf.a21 Level 3, how to advance from Level 3 to Level 4 | Salesforce | I25 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
sf.a22 Level 3, how to advance from Level 3 to Level 4 | Salesforce | I38 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
sf.L4 Level 4: Multi-Agent Orchestration | Salesforce | S2 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
sf.a26 Level 4, how to maximize value | Salesforce | S2 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
sf.a28 Level 4, how to maximize value | Salesforce | I57 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
eaamm.L3 L3 Consultative (survey item Q9) | EAAMM | I17 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
eaamm.L4 L4 Supervisory (survey item Q9) | EAAMM | I18 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
eaamm.L5 L5 Autonomous (survey item Q9) | EAAMM | I19 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
eaamm.D2 Readiness dimension 2 | EAAMM | I58 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
owasp.AT1 AT1 Vendor Embedded Assistant | OWASP | I01 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
owasp.AT4 AT4 Code Executing Agent | OWASP | I04 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
owasp.AT6 AT6 Externally Extended Agent | OWASP | I11 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
owasp.k03 Maturity Level 0 Unaware and Ad Hoc, key enterprise action | OWASP | I41 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
owasp.k04 Maturity Level 0 Unaware and Ad Hoc, key enterprise action | OWASP | I47 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
owasp.k07 Maturity Level 1 Experimentation without Guardrails, key enterprise action | OWASP | I21 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
owasp.k09 Maturity Level 1 Experimentation without Guardrails, key enterprise action | OWASP | I41 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
owasp.k10 Maturity Level 1 Experimentation without Guardrails, key enterprise action | OWASP | I68 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
owasp.k12 Maturity Level 2 Policy-Defined, Human-in-the-Loop, key enterprise action | OWASP | I38 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
owasp.k14 Maturity Level 2 Policy-Defined, Human-in-the-Loop, key enterprise action | OWASP | I61 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
owasp.k18 Maturity Level 3 Integrated, Continuous Oversight, key enterprise action | OWASP | I39 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
mcp.01 Authorization (draft) | MCP authorization | S3 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
mcp.02 Authorization (draft) | MCP authorization | S3 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
mcp.06 Authorization (draft) | MCP authorization | I25 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
mcp.15 Authorization (draft) | MCP authorization | I25 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
aagmm.GD-02 GD-02 | AAGMM | I25 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
aagmm.GD-03 GD-03 | AAGMM | I41 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
aagmm.GD-05 GD-05 | AAGMM | I58 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
aagmm.GD-06 GD-06 | AAGMM | I38 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
aagmm.GD-08 GD-08 | AAGMM | I41 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
aagmm.GD-09 GD-09 | AAGMM | S2 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
aagmm.GD-12 GD-12 | AAGMM | I68 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
ms.200.2.1 200: Repeatable, Business strategy | Microsoft | I08 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
ms.200.4.2 200: Repeatable, Technology and data | Microsoft | I10 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
ms.300.2.3 300: Defined, Business strategy | Microsoft | I21 (partly), I38 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
ms.400.2.1 400: Capable, Business strategy | Microsoft | I10 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
ms.400.2.3 400: Capable, Business strategy | Microsoft | S1 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
ms.400.3.2 400: Capable, AI governance and security | Microsoft | I68 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
ms.500.1.2 500: Efficient, AI strategy and experience | Microsoft | I68 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
ms.500.2.1 500: Efficient, Business strategy | Microsoft | I19 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
ms.500.2.2 500: Efficient, Business strategy | Microsoft | I68 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
nist.GOVERN-4.3 GOVERN 4.3 | NIST AI RMF | I51 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
nist.GOVERN-5.1 GOVERN 5.1 | NIST AI RMF | I57 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
nist.GOVERN-5.2 GOVERN 5.2 | NIST AI RMF | I57 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
nist.GOVERN-6.1 GOVERN 6.1 | NIST AI RMF | I11 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
nist.MANAGE-2.4 MANAGE 2.4 | NIST AI RMF | I39 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
nist.MANAGE-4.2 MANAGE 4.2 | NIST AI RMF | I68 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
nist.MAP-1.1 MAP 1.1 | NIST AI RMF | I20 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
nist.MAP-1.3 MAP 1.3 | NIST AI RMF | I20 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
nist.MAP-1.4 MAP 1.4 | NIST AI RMF | S1 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
nist.MAP-2.1 MAP 2.1 | NIST AI RMF | I20 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
nist.MAP-2.2 MAP 2.2 | NIST AI RMF | I22 (evidenced), I21 (partly) | evidenced · π Moderate · S1·R5·A1 ×3 |
nist.MAP-3.3 MAP 3.3 | NIST AI RMF | I20 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
nist.MAP-3.5 MAP 3.5 | NIST AI RMF | I38 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
nist.MAP-4.1 MAP 4.1 | NIST AI RMF | I11 (partly), I61 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
nist.MEASURE-1.3 MEASURE 1.3 | NIST AI RMF | I52 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
nist.MEASURE-2.5 MEASURE 2.5 | NIST AI RMF | I22 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
nist.MEASURE-2.6 MEASURE 2.6 | NIST AI RMF | I51 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
nist.MEASURE-2.7 MEASURE 2.7 | NIST AI RMF | I51 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
nist.MEASURE-3.3 MEASURE 3.3 | NIST AI RMF | I57 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
nist.MEASURE-4.3 MEASURE 4.3 | NIST AI RMF | I68 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
aiact.art-12 Article 12 | EU AI Act | I41 (evidenced) | evidenced · π Moderate · S1·R5·A1 ×3 |
aiact.art-13 Article 13 | EU AI Act | I20 (partly), I22 (partly), S3 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
aiact.art-14 Article 14 | EU AI Act | I38 (partly), I39 (partly) | partly · π Moderate · S1·R5·A1 ×3 |
aiact.art-15 Article 15 | EU AI Act | I51 (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.