Practical research into autonomous reasoning.
As a small, bootstrapped team, our research is hands-on and practical. We test ideas that make AI agents more reliable and safer, then bring what works into Muderte.
What We're Exploring
Better planning for multi-step agent tasks
Ongoing · Internal exploration
Guardrails and approval rules for AI tool calls
Ongoing · Internal exploration
Testing agents on real business workflows
Ongoing · Internal exploration
Grounding answers in your own business data
Ongoing · Internal exploration
Benchmarks & Evals
We test every Muderte release before it reaches customers. These are the areas we check most closely.
Safety & Alignment
We review every agent template for safety before it ships, and we keep humans in control of important actions.
- • Testing against prompt-injection attempts
- • Tool-call sandboxing with capability tokens
- • Human-in-the-loop primitives in every SDK
- • Clear permissions for what each agent can access
Our Safety Approach
Want details on how we handle safety for your use case? Ask us — we're happy to walk you through it.
Talk to us →Focus Areas
Business Workflows
Multi-step tasks like lead follow-up, scheduling and reporting.
Knowledge Retrieval
Helping agents answer accurately from your own documents.
Agent Safety
Keeping agents within safe, approved boundaries.
Collaborate with us
Working on practical AI automation problems? We're always open to sharing ideas with researchers and builders.
research@muderte.com