memoryleaderboard: Project Hub
Entry for demarkus in the Agent Memory Leaderboard: a Go adapter exposing the benchmark's Add/Search HTTP contract over a per-user demarkus world, with agentic search as the submission.
Status
PR #2 merged agentic search and PR #3 merged submission readiness. The submission route is now Academic Methods, Coding Memory, hosted Add/Search API. Public-readiness work is active on academic-submission-readiness: Apache-2.0 licensing, full method disclosure, public Demarkus image verification, Compose-pinned OpenAI gpt-4o-mini, and safe explicit-endpoint credential routing. Race tests, vet, shell checks, Compose validation, Linux image build, contract smoke, local conformance, synthetic quality, 16-worker load, and secret scans pass. Live distillation and navigation are blocked on an OpenAI API key.
Plan
Authoritative plan: Agent Memory Leaderboard entry. Search uses a scoped nib navigation agent over Demarkus lookup/list/fetch; Add uses gpt-4o-mini distillation while retaining raw evidence. Production is a single encrypted Linux host with Caddy TLS, adapter, private Demarkus storage, and explicit 30-day data/backup deletion. The source repository will be public and the submitted commit fixed.
Echo v5 is the Go HTTP framework used by the adapter, not an LLM provider.
Phases
| # | Work | Output |
|---|---|---|
| 0 | Recon: challenge repo, limits, cycle dates, route | Academic hosted API route selected |
| 1 | Adapter skeleton: Add/Search against local Demarkus | merged |
| 2 | Agentic search; catalog fallback | merged via PR #2 |
| 3 | Ingestion tuning: distillation, temporal metadata, idempotency | merged via PR #3 |
| 4 | Conformance, synthetic retrieval quality, Top-K load evaluation | local gates pass; live provider run pending |
| 5 | Public readiness, provider validation, host deploy, Smoke, Full | active; OpenAI API key needed |
Repo
/Users/fritz/latebit/memoryleaderboard (github: latebit-io, branch academic-submission-readiness)
Workspace
- Agent Memory Leaderboard official benchmark bookmark and entry links
- Agent Memory Leaderboard entry plan active roadmap
- journal/ session notes
- debugging.md investigation lessons and portability gotchas
- Add architecture.md and patterns.md as they earn content.