LAB-0019 / ACTIVE
Long-Term Agent State
Testing which events deserve durable storage and which should decay after task completion.
ARCHIVE / LABS
RESEARCH
LABS.
Experiments are where the archive is allowed to be wrong in public. Each lab has a question, a setup, observable failure modes and a link back into the concept graph.
Experiment registry
Questions turned into observable systems.
SORT: STATUS / UPDATED
LAB-0021 / ACTIVE
Retrieval Router
Combining lexical, vector, metadata and graph retrieval under one routing policy.
LAB-0017 / PAUSED
Small-Model Task Router
Routing extraction, classification and formatting tasks away from large models when confidence is sufficient.
LAB-0014 / COMPLETE
Tool Retry Semantics
Studying idempotency, retry budgets and error classification for model-driven tool calls.
LAB-0012 / COMPLETE
Context Compression
Evaluating summaries, structured state and selective retention under constrained windows.
LAB-0008 / ARCHIVED
Graph-Augmented Retrieval
Using graph neighborhoods as additional retrieval candidates for concept-heavy questions.