Software & Agent Development
Build, test and ship robot software, AI agents, APIs and automation workflows.
Questions to answer before choosing
Use these three questions to define the job before comparing products.
- Which models, tools, protocols and deployment environments must be supported?
- How will developers test, observe and reproduce agent or robot behavior?
- What security boundaries are required before code or tools can act on production systems?
When not to automate yet
Consider whether improving the current workflow would meet your needs first.
- Tasks with tests, logs and a clearly bounded blast radius
- Teams that can review generated code or agent actions
- Experiments where reproducibility matters
- Sandboxing, secrets and production permissions
- Evaluation data, regression tests and rollback
- Who owns incidents after an automated change
- A reason to remove code review or change control
- A guarantee that an agent understands business context
- A safe path to give tools unrestricted access
Three ways to solve the same problem
Choose the lowest layer that reliably removes the bottleneck.
Process first
Standardize the workflow, remove unnecessary steps and measure the bottleneck before buying technology.
Software automation
Use workflows, RPA or AI agents when the work is digital and the inputs and exceptions can be defined.
Physical robot
Use an arm, AMR, drone or humanoid when movement in the real world is the constraint to remove.
Tools for this scene · 74 tools
The Construct
Robot Development
Learn ROS and robotics through online courses and simulations.
Buy or sign up directly
Nintex
Workflow Automation
Process automation and workflow management for enterprises.
Contact the vendor for pricing
Viam
Robot Development
Software platform for building, deploying and managing robots
Developer platform: free to start; usage-based cloud services after the first $5/month. Robotic finishing solutions are quoted separately (checked 2026-10-10).
Husarion
Robot Development
Hardware and software solutions for building ROS-based robots.
Contact the vendor for pricing
InOrbit
Robot Development
Robot orchestration and fleet operations software
Contact the vendor for pricing
Windmill
Workflow Automation
Code-first workflow and internal application orchestration
Buy or sign up directly
Workato
Workflow Automation
Integration and orchestration platform for enterprise apps, data and AI agents
Contact the vendor for pricing
AutoGPT
AI Agents
Autonomous AI agent platform for building and deploying agents.
Self-hosting free; cloud subscription plus pay-as-you-go credit wallet
n8n
Workflow Automation
Open-source workflow automation, self-hostable
Buy or sign up directly
CrewAI
AI Agents
Multi-agent orchestration framework
request a quote
MoveIt Pro
Robot Development
Commercial application platform for robot manipulation
ShadowBot
RPA
RPA loved by Chinese e-commerce sellers
Contact the vendor for pricing
Cyclone Robotics
RPA
Chinese RPA unicorn with hyperautomation suite
Contact the vendor for pricing
Shizai Intelligence
RPA
RPA fused with self-trained LLM
Contact the vendor for pricing
Laiye
RPA
RPA + AI from China, strong in Chinese NLP
Buy or sign up directly
SAPIEN
Robot Development
SAPIEN is an open-source simulated environment and dataset for learning and evaluating embodied AI agents.
Research project
Make
Workflow Automation
Visual automation with powerful branching
Buy or sign up directly
Robocorp
RPA
Open-source RPA for developers, with cloud orchestration.
Buy or sign up directly
Encoo
RPA
Cloud-native RPA platform from China
Contact the vendor for pricing
Coze
AI Agents
ByteDance's no-code bot builder
Buy or sign up directly
Gazebo
Robot Development
Classic open-source robot simulator
Buy or sign up directly
Flowise
AI Agents
Build LLM apps and AI agents with a drag-and-drop interface.
Buy or sign up directly
MuJoCo Playground
Robot Development
GPU-accelerated simulation environments for robot learning
Buy or sign up directly
NVIDIA Newton
Robot Development
Newton is an open-source, GPU-accelerated physics simulation engine built on NVIDIA Warp for roboticists and simulation researchers.
Buy or sign up directly