Status as of 2026-04-29: local MCP usage, Codex namespace health, external subscriber wiring, and bounded Qwen sanity all pass.
Command:
python examples/real_usage_loop.py
Observed on 2026-04-29:
| Signal | Value |
|---|---|
| Graph answer | Paper Gamma |
| Collection answer | Ada |
| Bus accepted / inhibited | 1 / 2 |
| Subscriber statuses | ok, ok, ok, ok, ok |
| Trace status | ok |
| Workspace size | 4 |
This proves the public in-process MCP handlers can store records, resolve a graph path, run a collection query, expose bus activity, explain the trace, and inspect workspace state without external embedding downloads.
Command:
python examples/external_subscriber_poc.py
Observed on 2026-04-29:
| Signal | Value |
|---|---|
| Accepted proposal kinds | flag_contradiction, query_memory |
| Accepted proposals | 2 |
| Inhibited proposals | 0 |
| Subscriber statuses | ok: 2 |
| Timeout / error | 0 / 0 |
This proves provider-edge subscribers can be adapted into bus proposals without
importing provider SDKs into application.
Command:
npm run memory:health -- --smoke --json
Observed on 2026-04-29:
| Signal | Value |
|---|---|
| Project namespace | exists, memory.db=true |
| Global namespace | exists, memory.db=true |
| Temp stdio MCP smoke | returncode=0 |
| MCP tool count | 21 |
| Smoke answer | Paper Gamma |
| Smoke bus accepted / inhibited | 1 / 2 |
| Smoke trace status | ok |
Namespace vector files may be absent until a namespace has persisted vectors for that local configuration. The smoke runs against a temporary namespace with hash embeddings.
Command:
npm run qwen:sanity -- --run --max-tasks 5
Observed on 2026-04-29 against the configured OpenAI-compatible Qwen endpoint:
| Benchmark | Mode | Tasks | GWT | Baseline | Avg calls | Bus accepted / inhibited | Timeout / error |
|---|---|---|---|---|---|---|---|
| RULER advisor | bus on | 2 | 100% | 100% | 3.0 | 2 / 4 |
0 / 0 |
| RULER advisor | bus off | 2 | 100% | 100% | 3.0 | 0 / 0 |
0 / 0 |
| LongBench count/filter/aggregate/top_k/synthesis | bus on | 5 | 100% | 100% | 3.0 | 5 / 5 |
0 / 0 |
| LongBench count/filter/aggregate/top_k/synthesis | bus off | 5 | 100% | 80% | 3.0 | 0 / 0 |
0 / 0 |
Bus inhibition reasons in this bounded run were resolved_answer_present=4 for
RULER and resolved_answer_present=5 for LongBench. The detailed table is in
docs/benchmark-report-v0.3.md.
This is enough for a release candidate and real local use. It is not enough to claim broad benchmark superiority. The next evidence step is a larger matrix with more seeds, more distractors, larger LongBench record counts, and multi-pass variants.