Keep ownership clear.
Choose the source of truth. Treat indexes and summaries as views that can be rebuilt.
THE STUDIO / THE APPROACH
Independent thinking.
Inspectable systems.
RecursiveIntell is a founder-led applied R&D studio and public engineering portfolio. Josh Stevenson builds the underlying pieces of useful AI, from agent execution to local memory.
ONE CONNECTED BODY OF WORK
The pieces matter.
So do the seams.
An agent runtime needs to know what it can do. A memory system needs to preserve where its knowledge came from. A tool needs to report what happened when a call failed.
The projects here investigate those questions through source code, focused tests, and public documentation. They range from active software to experimental components; each work page names the scope of its evidence.
Meet Josh Stevenson ↗ENGINEERING PRINCIPLES
Less mystery.
More understanding.
Useful systems make their state, ownership, and failure behavior understandable to the person who has to operate them.
Preserve the boundary.
A local system and an external provider have different responsibilities. Make that visible.
Let evidence travel.
Attach the source, test result, and limitations to the work so another engineer can assess it.
CONTRIBUTIONS & RECOGNITION
Work that reaches
beyond the repository.
Accepted upstream code and public recognition from the agent community. Follow the original sources.
NVIDIA / PAIR
ACCEPTED UPSTREAM CONTRIBUTION
NVIDIA PAIR open-source contributor
My cluster-manager fix was accepted into NVIDIA’s Personal AI Router. Trust-change notifications now follow successfully persisted endorsement changes, with regression coverage for duplicates and failed writes.
About this recognition
An accepted open-source contribution to NVIDIA PAIR. This does not imply employment, sponsorship, or a commercial partnership with NVIDIA.
HERMES COMMUNITY2026 · Hermes / Ares
COMMUNITY RECOGNITION
Highlighted and reposted by Teknium
Teknium, creator of Hermes Agent, highlighted my RecursiveIntell-enhanced Hermes demonstration and later reposted my work. That work has grown into Ares, my downstream agent workbench.
About this recognition
This is a public interaction around Josh’s engineering work, not a customer testimonial, partnership, or product endorsement.
Good systems start
with a clear question.
Hiring for agent infrastructure? Working through a difficult system? Tell me what you’re trying to make work.
Start a conversation ↗