| Help user choose coded vs low-code |
Both |
[coded-vs-lowcode-guide.md](references/coded-vs-lowcode-guide.md) |
|
| Authenticate |
Both |
[authentication.md](references/authentication.md) |
|
| Iterate on a coded agent inside a Studio Web Local Workspace solution |
Coded |
[coded/quickstart.md](references/coded/quickstart.md) (state detection sets project_state = local-workspace) |
[coded/lifecycle/local-workspace.md](references/coded/lifecycle/local-workspace.md) for files-owned-by-SW + anti-patterns; coded/lifecycle/running-agents.md, coded/lifecycle/evaluate.md |
| Create/build/deploy coded agent |
Coded |
[coded/quickstart.md](references/coded/quickstart.md) |
coded/lifecycle/, coded/frameworks/ |
| Select coded framework |
Coded |
[coded/quickstart.md](references/coded/quickstart.md) § Framework Selection |
|
| Add coded capabilities (HITL, RAG, tracing) |
Coded |
[coded/quickstart.md](references/coded/quickstart.md) |
coded/capabilities/* |
| Query or write Data Fabric entities from a coded agent (SDK direct or NL-to-SQL tool) |
Coded |
[coded/capabilities/datafabric.md](references/coded/capabilities/datafabric.md) |
coded/capabilities/sdk-services.md § Entities |
Set a coded agent's environment variables, or reference an Orchestrator asset from one (%ASSETS/<ASSET_NAME>%) |
Coded |
[coded/lifecycle/environment-variables.md](references/coded/lifecycle/environment-variables.md) |
coded/lifecycle/file-sync.md for what .env does and does not carry |
| Call an Integration Service connector (Slack, Jira, Web Search) from a coded agent |
Coded |
[coded/capabilities/integration-service.md](references/coded/capabilities/integration-service.md) + then immediately read [uipath-platform/references/integration-service/agent-workflow.md](../uipath-platform/references/integration-service/agent-workflow.md) — discovery lives there, not in uipath-agents |
coded/capabilities/sdk-services.md § Connections |
| Run coded evaluations |
Coded |
[coded/quickstart.md](references/coded/quickstart.md) § Evaluate |
coded/lifecycle/evaluate.md |
| Create or scaffold a new low-code agent project |
Low-code |
[lowcode/lowcode.md](references/lowcode/lowcode.md) § Quick Start |
lowcode/project-lifecycle.md, lowcode/agent-definition.md |
Edit agent.json (prompts, model, schemas, contentTokens, entry-points.json) |
Low-code |
[lowcode/lowcode.md](references/lowcode/lowcode.md) § Capability Registry |
lowcode/agent-definition.md |
| Add a low-code tool (Orchestrator process — RPA / agent / API / agentic — or Integration Service) |
Low-code |
[lowcode/lowcode.md](references/lowcode/lowcode.md) § Capability Registry |
lowcode/capabilities/process/, lowcode/capabilities/integration-service/ |
| Add an MCP (Model Context Protocol) server tool to a low-code agent |
Low-code |
[lowcode/lowcode.md](references/lowcode/lowcode.md) § Capability Registry |
lowcode/capabilities/mcp/mcp.md |
| Accept files as agent input / call the Analyze Files built-in tool |
Low-code |
[lowcode/capabilities/built-in-tools/built-in-tools.md](references/lowcode/capabilities/built-in-tools/built-in-tools.md) |
lowcode/capabilities/built-in-tools/analyze-attachments.md, lowcode/agent-definition.md § File Attachments |
| Work with file attachments (input, output, or created mid-run) |
Coded |
[coded/capabilities/file-attachments.md](references/coded/capabilities/file-attachments.md) |
|
| Build a conversational (chat-style) agent |
Low-code |
[lowcode/lowcode.md](references/lowcode/lowcode.md) |
lowcode/project-lifecycle.md, lowcode/agent-definition.md |
| Add a low-code context (Context Grounding RAG / attachments / DataFabric entity set) |
Low-code |
[lowcode/lowcode.md](references/lowcode/lowcode.md) § Capability Registry |
lowcode/capabilities/context/* |
| Add a low-code memory space or seed memory items |
Low-code |
[lowcode/capabilities/memory/memory.md](references/lowcode/capabilities/memory/memory.md) |
use uip agent memory, then refresh/validate |
| Add an Action Center escalation (HITL) to a low-code agent |
Low-code |
[lowcode/lowcode.md](references/lowcode/lowcode.md) § Capability Registry |
lowcode/capabilities/escalation/escalation.md |
| Add guardrails (PII, harmful content, custom rules) to a low-code agent |
Low-code |
[lowcode/lowcode.md](references/lowcode/lowcode.md) § Capability Registry |
lowcode/capabilities/guardrails/guardrails.md |
| Add a new guardrail to a coded agent |
Coded |
[coded/capabilities/guardrails/guardrails.md](references/coded/capabilities/guardrails/guardrails.md) |
fetch official docs via WebFetch, ask middleware vs decorator, read agent code, write Python |
| Add escalation guardrail (escalate action / Action Center app) |
Low-code |
[lowcode/capabilities/guardrails/guardrails.md](references/lowcode/capabilities/guardrails/guardrails.md) § escalate — Hand Off to Action Center |
Run uip solution resources list --kind App --source remote --output json to confirm app exists |
| Recommend guardrails for a low-code agent based on its context |
Low-code |
[lowcode/capabilities/guardrails/guardrails-recommend.md](references/lowcode/capabilities/guardrails/guardrails-recommend.md) |
fetch catalog + list, analyze agent context, apply + validate |
| Recommend guardrails for a specific scope or tool |
Low-code |
[lowcode/capabilities/guardrails/guardrails-recommend.md](references/lowcode/capabilities/guardrails/guardrails-recommend.md) § Scoped or Tool-Specific Filtering |
filter candidates by scope or tool name after catalog analysis |
| Validate whether existing guardrails are correctly configured |
Low-code |
[lowcode/capabilities/guardrails/guardrails-recommend.md](references/lowcode/capabilities/guardrails/guardrails-recommend.md) § Validate Mode |
check correctness, actionability, and relevance per guardrail |
| Recommend guardrails for a coded agent based on its context |
Coded |
[coded/capabilities/guardrails/guardrails-recommend.md](references/coded/capabilities/guardrails/guardrails-recommend.md) |
fetch catalog + list + SDK docs, analyze agent code, apply + verify |
| Recommend guardrails for a specific scope or tool (coded) |
Coded |
[coded/capabilities/guardrails/guardrails-recommend.md](references/coded/capabilities/guardrails/guardrails-recommend.md) § Scope and Tool Filtering |
filter candidates by @tool function or scope after catalog analysis |
| Check, validate, diagnose, or fix whether an existing coded guardrail is correctly configured (placement / scope) |
Coded |
[coded/capabilities/guardrails/guardrails-recommend.md](references/coded/capabilities/guardrails/guardrails-recommend.md) § Validate Mode |
fetch SDK docs first (authoritative for scope/placement); also fetch catalog + list for relevance/entitlement — then check correctness, actionability, and relevance — fix in place |
| Embed a low-code agent inline in a flow, or wire a multi-agent solution |
Low-code |
[lowcode/lowcode.md](references/lowcode/lowcode.md) § Capability Registry |
lowcode/capabilities/inline-in-flow/inline-in-flow.md, lowcode/capabilities/process/solution-agent.md |
| Run low-code evaluations |
Low-code |
[lowcode/evaluations/evaluate.md](references/lowcode/evaluations/evaluate.md) |
lowcode/evaluations/evaluators.md, lowcode/evaluations/evaluation-sets.md, lowcode/evaluations/running-evaluations.md |
| Manage runtime evals for a published Orchestrator package |
Low-code |
[lowcode/evaluations/orchestrator-eval-run.md](references/lowcode/evaluations/orchestrator-eval-run.md) |
uip or eval execute-and-evaluate, evaluator/eval-set/evaluation CRUD, run results, schedules |
| Validate, pack, publish, upload, or deploy a low-code agent |
Low-code |
[lowcode/lowcode.md](references/lowcode/lowcode.md) |
lowcode/project-lifecycle.md, lowcode/solution-resources.md |
| Debug / run a low-code agent end-to-end and inspect its output |
Low-code |
[lowcode/debug.md](references/lowcode/debug.md) |
lowcode/project-lifecycle.md § uip agent debug |
| Embed coded agent in a flow (solution-level) |
Coded |
[coded/embedding-in-flows.md](references/coded/embedding-in-flows.md) |
|
| Use coded agent in a flow |
Coded |
[coded/flow-integration.md](references/coded/flow-integration.md) |
|
| Use coded agent as tool for another agent in flow |
Coded |
[coded/flow-integration.md](references/coded/flow-integration.md) § Pattern 3 |
|
| Summarize / research / synthesize over PDF or TXT (DeepRAG, coded) |
Coded |
[context-grounding-patterns.md](references/context-grounding-patterns.md) |
[coded/capabilities/deeprag/planning.md](references/coded/capabilities/deeprag/planning.md) |
| Summarize / research / synthesize over PDF or TXT (DeepRAG, low-code) |
Low-code |
[context-grounding-patterns.md](references/context-grounding-patterns.md) |
[lowcode/capabilities/built-in-tools/deeprag/planning.md](references/lowcode/capabilities/built-in-tools/deeprag/planning.md) |
| Process CSV rows with LLM per row (BatchTransform, coded) |
Coded |
[context-grounding-patterns.md](references/context-grounding-patterns.md) |
[coded/capabilities/batch-transform/planning.md](references/coded/capabilities/batch-transform/planning.md) |
| Process CSV rows with LLM per row (BatchTransform, low-code) |
Low-code |
[context-grounding-patterns.md](references/context-grounding-patterns.md) |
[lowcode/capabilities/built-in-tools/batch-transform/planning.md](references/lowcode/capabilities/built-in-tools/batch-transform/planning.md) |
| Manage context-grounding indexes from the CLI (list / create / ingest / search) |
Platform |
[uipath-platform/references/context-grounding/index-management.md](../uipath-platform/references/context-grounding/index-management.md) |
uip context-grounding — cross-cutting CLI, owned by uipath-platform |