ShipAIAgentsThatScale

Your APIs. Our orchestration. Production agents in minutes.

Everything You Need to Build Agents

Automated Workflow

Start with your existing APIs and infrastructure. Register them as tools within organized tool sets in Cadenya's platform.

POST /api/v1/tools

{ "name": "process_payment", "tool_set": "payments", "endpoint": "https://api.yourapp.com/payments", "method": "POST", "schema": {...} }

Register Tools

Add your APIs as tools in tool sets

Start with your existing APIs and infrastructure. Register them as tools within organized tool sets in Cadenya's platform.

POST /api/v1/tools

{ "name": "process_payment", "tool_set": "payments", "endpoint": "https://api.yourapp.com/payments", "method": "POST", "schema": {...} }

Index & Search

Cadenya indexes tools for intelligent selection

Our platform automatically indexes your tools, making them searchable and intelligently selectable based on context and task requirements.

Tool Registry

Tool	Set	Schema
process_payment	payments	{amount, currency, method}
process_refund	payments	{order_id, amount, reason}
get_user_details	users	{user_id, fields[]}
update_user	users	{user_id, data{}}
send_email	notifications	{to, subject, body, template}
create_ticket	support	{title, priority, customer_id}

Total indexed: 147 tools across 12 tool sets

Our platform automatically indexes your tools, making them searchable and intelligently selectable based on context and task requirements.

Tool Registry

Tool	Set	Schema
process_payment	payments	{amount, currency, method}
process_refund	payments	{order_id, amount, reason}
get_user_details	users	{user_id, fields[]}
update_user	users	{user_id, data{}}
send_email	notifications	{to, subject, body, template}
create_ticket	support	{title, priority, customer_id}

Total indexed: 147 tools across 12 tool sets

Create AI agents with scoped access to specific tool sets, giving each agent exactly the capabilities it needs for its role.

POST /api/v1/agents

{ "name": "customer_service_agent", "tool_sets": ["payments", "users", "orders"], "system_prompt": "You are a helpful...", "callback_url": "https://yourapp.com/webhooks" }

Response:

{ "agent_id": "agent_abc123", "status": "ready" }

Create Agent

Assign tool sets to new agent

Create AI agents with scoped access to specific tool sets, giving each agent exactly the capabilities it needs for its role.

POST /api/v1/agents

{ "name": "customer_service_agent", "tool_sets": ["payments", "users", "orders"], "system_prompt": "You are a helpful...", "callback_url": "https://yourapp.com/webhooks" }

Response:

{ "agent_id": "agent_abc123", "status": "ready" }

Start an Objective

Send natural language query

Make simple HTTP calls with natural language queries, agent identifiers, and callback URLs. No complex integrations needed.

POST /api/v1/agents/agent_abc123/execute

{ "input": "Process a $50 refund for user john@example.com", "callback_url": "https://yourapp.com/webhooks/agent", "attributes": { "customer_id": "cust_789xyz", "customer_tier": "VIP" } }

Response:

{ "execution_id": "exec_def456", "status": "processing" }

Make simple HTTP calls with natural language queries, agent identifiers, and callback URLs. No complex integrations needed.

POST /api/v1/agents/agent_abc123/execute

{ "input": "Process a $50 refund for user john@example.com", "callback_url": "https://yourapp.com/webhooks/agent", "attributes": { "customer_id": "cust_789xyz", "customer_tier": "VIP" } }

Response:

{ "execution_id": "exec_def456", "status": "processing" }

Based on the agent's objective, Cadenya automatically searches and selects the most relevant tools from your registered tool sets, eliminating LLM context bloat.

Cadenya Intelligence

"What tools are available for processing refunds?"

Tool	Score	Set
get_user_details	95%	users
process_refund	92%	payments
send_confirmation_email	78%	notifications
check_refund_policy	71%	policies

Context efficiency: 87% reduction (147 → 20 tools)

Intelligent Tool Selection

Cadenya finds relevant tools from registry

Based on the agent's objective, Cadenya automatically searches and selects the most relevant tools from your registered tool sets, eliminating LLM context bloat.

Cadenya Intelligence

"What tools are available for processing refunds?"

Tool	Score	Set
get_user_details	95%	users
process_refund	92%	payments
send_confirmation_email	78%	notifications
check_refund_policy	71%	policies

Context efficiency: 87% reduction (147 → 20 tools)

Process & Execute

Agent orchestrates selected tool calls

Using only the relevant tools, Cadenya orchestrates the execution workflow, calling your APIs in the optimal sequence to complete the task.

POST https://api.yourapp.com/payments

{ "action": "process_refund", "user_id": "john@example.com", "amount": 50.00, "currency": "USD", "reason": "Customer request", "initiated_by": "agent_abc123" }

Response:

{ "refund_id": "ref_xyz789", "status": "success", "processed_at": "2024-01-15T10:30:00Z" }

Using only the relevant tools, Cadenya orchestrates the execution workflow, calling your APIs in the optimal sequence to complete the task.

POST https://api.yourapp.com/payments

{ "action": "process_refund", "user_id": "john@example.com", "amount": 50.00, "currency": "USD", "reason": "Customer request", "initiated_by": "agent_abc123" }

Response:

{ "refund_id": "ref_xyz789", "status": "success", "processed_at": "2024-01-15T10:30:00Z" }

Receive real-time progress updates, approval requests, error handling, and final results via webhooks to your server.

POST https://yourapp.com/webhooks

{ "execution_id": "exec_def456", "status": "completed", "result": "Successfully processed $50 refund for john@example.com", "tools_used": [ "get_user_details", "process_refund", "send_confirmation_email" ], "execution_time": "2.3s", "timestamp": "2024-01-15T10:30:00Z" }

Webhook Callbacks

Progress, approvals, results sent back

Receive real-time progress updates, approval requests, error handling, and final results via webhooks to your server.

POST https://yourapp.com/webhooks

Everything You Need to Build

ProductionAgents

Tool Registry

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Smart Agent Approvals

Human-in-the-loop controls for sensitive operations. Define which tools require approval before execution.

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Full Observability

Comprehensive monitoring and statistics for agent performance, usage patterns, and system health.

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Dynamic Prompt Selection

Automatically select the right system prompts for different agent tasks and contexts.

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MCP Server Sync

Connect your hosted MCP servers. Tools are automatically synced and available to your agents.

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Scale Without Context Limits

Your platform's capabilities shouldn't be limited by LLM context windows. Register unlimited tools and let Cadenya intelligently select the right ones for each task.

→ Automatic tool selection based on task context
→ No overwhelming of LLMs with excessive tools
→ Seamless scaling as your product grows

Explore Tool Registry →

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Safe Agent Deployment

Build powerful agents with confidence. Configure which actions require human approval, ensuring critical operations are always supervised.

→ Granular control over sensitive operations
→ Real-time approval notifications
→ Audit trail for all approved actions

Learn From Your Users

When agents attempt tasks without the right tools, Cadenya captures these as suggestions. Build a constantly expanding capability set based on real user needs.

→ Automatic suggestion collection
→ Prioritize based on request frequency
→ Data-driven product development

Recent Suggestions

Export to CSV 42 requests

Bulk user update 28 requests

Schedule reports 15 requests

Built for Business

Enterprise-ready from day one. Complete isolation, visibility, and control over your AI agents across all your customers.

Tenant Isolation

Complete separation of agent instances per customer with isolated data and configurations.

Usage Analytics

Detailed metrics on agent performance, token usage, and cost analysis per customer.

SDK Integration

Simple SDKs for all major languages. Get started with just a few lines of code.

Retry & Recovery

Built-in retry logic and failure recovery ensures your agents are always available.

Hand-written Goodies

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