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Goal-directed agents with explicit tool graphs, checkpoints, and kill switches. We emphasize observability and human oversight so autonomy scales without silent failures or runaway actions.
Comprehensive solutions tailored to your business requirements
Planner/executor patterns with bounded step counts, budget caps, and explicit tool graphs to keep agents predictable and safe.
Secure tool authentication with OAuth, scoped secrets, and idempotent action patterns for agents that interact with external systems.
Full trajectory tracing, replay capabilities, and monitoring dashboards for debugging multi-step agent behaviors.
Approval gates for high-stakes actions, kill switches, budget limits, and red-team evaluation harnesses.
Automate complex multi-step workflows that were previously manual
Built-in safety with kill switches and budget caps
Full observability into every decision and action the agent takes
Human approval gates prevent costly or irreversible mistakes
Replay and debug capabilities for continuous improvement
Scalable autonomy that grows as trust is established
We implement multiple safety layers: bounded step limits, budget caps, explicit tool permission graphs, human approval gates for irreversible actions, and kill switches. Every action is traced and can be replayed for audit.
Yes. Agents authenticate via OAuth or API keys with scoped permissions. We design tool interfaces with idempotency and rollback so agents can interact safely with your CRM, databases, ticketing systems, and custom APIs.
Step limits and budget caps automatically terminate runaway executions. Our monitoring detects loop patterns and escalates to humans. Trajectory tracing lets you diagnose the root cause and update the agent's planning strategy.
We combine deep technical expertise with a product-first mindset to deliver solutions that work in the real world.
Seasoned engineers across blockchain, AI & web
200+ projects delivered globally
From discovery to production & beyond
