# memoryleaderboard

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

The hosted API is live at `https://benchmark.demarkus.io` on DigitalOcean Toronto, running `main` commit `874c86f`. Public health, TLS, auth, live Add/Search smoke, conformance, backup, isolated restore, and 16-worker capacity gates pass. The deployed 32-Add/64-Search run had zero HTTP, schema, isolation, or visibility failures with Search p95 4.63 seconds. Daily local backup and 30-day retention are scheduled. Encrypted off-host backup remains pending. Docker data lives on the Droplet root ext4 filesystem after the user declined an encrypted block volume, leaving the runbook's explicit storage-encryption control unmet.

## Plan

Authoritative plan: [Agent Memory Leaderboard entry](/plans/agent-memory-leaderboard.md). Deployment record: [production deployment](/memoryleaderboard/deployment.md). The Academic submission uses Coding Memory and the hosted Add/Search API route with OpenAI `gpt-4o-mini`.

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 | live provider gates complete; repeated-memory Top-K gap recorded |
| 5 | Public release, provider validation, host deploy, Smoke, Full | host deployed and locally validated; off-host backup and platform evaluation pending |

## Repo

[github.com/latebit-io/memoryleaderboard](https://github.com/latebit-io/memoryleaderboard) is public. Local checkout: `/Users/fritz/latebit/memoryleaderboard`, clean `main` at `874c86f` matching `origin/main`.

## Workspace

- [Agent Memory Leaderboard](/memoryleaderboard/agent-memory-leaderboard.md) official benchmark bookmark and entry links
- [Agent Memory Leaderboard entry plan](/plans/agent-memory-leaderboard.md) active roadmap
- [production deployment](/memoryleaderboard/deployment.md) endpoint, infrastructure, release, and validation record
- [journal/](/memoryleaderboard/journal/) session notes
- [debugging.md](/memoryleaderboard/debugging.md) investigation lessons and portability gotchas