©2026 adebench · adecubedbuilt 2026-09-29 from the reports in the repo

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Aionforge

bi-temporal graph in Rust, hybrid recall, explicit forgetting, MCP only. https://github.com/jscott3201/aionforge-memory

Core
76% · 41.8 / 55
Full
80% · 51.8 / 65 · 65 of 100 measured
Common with gbrain
51.8 vs 50.4 on 65
Chars per answer
419 · answer after 140
Write → visible
483 ms · p95 483 ms
Write-back
2 of 2 degraded answers came back
Reached through
MCP
Model on write
embeddings only
Key needed
embedding provider
Runs
self-hosted
License
Apache-2.0
Deterministic
yes

Configuration: 0.4.0 Docker image, embeddings gemini-embedding-001 (3072) behind a loopback shim. Run 2026-09-28, door search, fingerprint 82c81062fb. Report: examples/aionforge_report/reference.md

Sections
door
18.8
of 25 · 6 pass · 2 fail
FAIL Which version of MailBridge is installed for the mailbox? — STALE value delivered next to the current one: 1.3.0
FAIL What is the owner's phone number? — missing +39
cards
not measuredsection not measured: no entity cards in this memory
updates
6.7
of 10 · 2 pass · 1 fail
FAIL a new write with a changed value replaces the old one at the door (no id given) — new value served in 427 ms; STALE: the old value is still delivered (23 reads with both)
time
8.0
of 10 · 4 pass · 1 fail
FAIL semantic memories carry their age (41/46) — 89%
live state
10.0
of 10 · 7 pass · 0 fail
abstention
8.3
of 10 · 2 pass · 2 fail
FAIL Which port does the Fulmicotone service use? — 1 keyword facts for something that does not exist
FAIL What does the calendar plugin Girandola do? — 4 keyword facts for something that does not exist
file search
not measuredsection not measured: no repo configured (--repo)
graph
not measuredsection not measured: no case with evidence (all SKIP or no cases)