Peasantware / Labs

Build ideas.
Test assumptions.

Exploring better agent memory, relational discovery, and practical interoperability. Small experiments first. Big claims only when the evidence earns them.

Quiet blue network of relationships, with a magnifying glass over one connection
Find the signal.Test the relationships before believing the pattern.
Current work

Questions worth testing.

We separate ideas, prototypes, and independently reproduced results. Research status is not a product guarantee.

Hybrid agent self-learning

Can memory graphs, retrieval, and correction loops improve behavior without continually adjusting model weights?

Architecture & tests

Relational Edge Explorer (REE)

Finding useful relationships in structured knowledge, while resisting the temptation to see patterns everywhere.

Early research

Peasant Relay

An Android communications gateway concept for authorized agents. Designed to work with the larger interoperability stack.

Design & prototype
The journal · Dreaming Cattle

Visions from the pasture.

Conversation-born thought experiments, translated into technical questions and honest test plans.

Read all five field notes →

How we work

Curiosity, with a test plan.

A simple research loop that makes speculative work understandable and, eventually, reproducible.

01 / STUDY

Look for prior art

Find existing methods, related projects, and useful analogies before inventing new components.

02 / TEST

Build small experiments

Form a falsifiable question, run a controlled baseline, and record what actually happened.

03 / SHARE

Publish what holds up

Separate results from interpretation and keep failures visible enough to be useful.