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chore: fill USERNAME placeholder with MakiDevelop before public release
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README.md

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@@ -13,7 +13,7 @@ Existing AI memory tools (mem0, Letta, …) are Claude-only or chat-only and bur
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- **One memory hall, many agents.** Claude writes via MCP, Codex writes via CLI, your shell scripts write via curl. They all read the same store.
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- **Cross-session by default.** Every entry is timestamped, agent-tagged, and namespaced. Pick up tomorrow where any agent left off today.
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- **Zero-LLM write path.** Writes are SQLite + embedding only — P99 < 100ms on local-only deployments (Ollama same host, sqlite-vec, single tenant). Optional enrichment runs in the background, never blocks you.
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- **Min local, max distributed.** Runs on a single laptop with `sqlite-vec` and local Ollama embeddings. Scales to a multi-host home AI lab with Qdrant + remote embedder via [memory-gateway](https://github.com/USERNAME/memory-gateway).
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- **Min local, max distributed.** Runs on a single laptop with `sqlite-vec` and local Ollama embeddings. Scales to a multi-host home AI lab with Qdrant + remote embedder via [memory-gateway](https://github.com/MakiDevelop/memory-gateway).
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- **Multi-tenant data model from day one.** Schema-ready for multi-user release; v0.1 runtime ships single-tenant for focus (see [ADR 0002](docs/adr/0002-multi-tenant-from-day-one.md)).
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## Quickstart (single-agent, 1 minute, no auth)
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```bash
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ollama pull bge-m3
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git clone https://github.com/USERNAME/memory-hall
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git clone https://github.com/MakiDevelop/memory-hall
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cd memory-hall
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uv sync
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uv run memory-hall serve # listens on :9000, dev mode (no auth, localhost-only)
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-d '{"agent_id":"shell","namespace":"home","type":"note","content":"hello memory hall"}'
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```
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> **Auth note:** the standalone `memory-hall serve` runs in dev mode by default — no HMAC, no nonce, listens on localhost. For production / multi-user / network-exposed deployments, deploy via [`memory-gateway`](https://github.com/USERNAME/memory-gateway), which adds HMAC auth, ACL, and governance APIs on top of memory-hall. See [ADR 0003](docs/adr/0003-engine-library-vs-deployment-platform.md) for the engine/platform split.
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> **Auth note:** the standalone `memory-hall serve` runs in dev mode by default — no HMAC, no nonce, listens on localhost. For production / multi-user / network-exposed deployments, deploy via [`memory-gateway`](https://github.com/MakiDevelop/memory-gateway), which adds HMAC auth, ACL, and governance APIs on top of memory-hall. See [ADR 0003](docs/adr/0003-engine-library-vs-deployment-platform.md) for the engine/platform split.
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## Quickstart (multi-host, your home AI lab)
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docs/adr/0003-engine-library-vs-deployment-platform.md

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## Context
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The author already maintains [memory-gateway](https://github.com/USERNAME/memory-gateway): a FastAPI service with HMAC auth, ACL, staging, proposals, and event-sourced governance APIs. Started in early 2026, paused mid-flight when its mem0-backed proxy turned out to inherit all of mem0's reliability problems.
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The author already maintains [memory-gateway](https://github.com/MakiDevelop/memory-gateway): a FastAPI service with HMAC auth, ACL, staging, proposals, and event-sourced governance APIs. Started in early 2026, paused mid-flight when its mem0-backed proxy turned out to inherit all of mem0's reliability problems.
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Now building memory-hall as the replacement memory layer raises an obvious question: **build into memory-gateway, or fork a new repo?**
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docs/design.md

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- Storage, embedder, search, CLI, optional minimal FastAPI server for solo use
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- Pip-installable, runs without auth in local-only setups
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[`memory-gateway`](https://github.com/USERNAME/memory-gateway) is the **deployment platform** that wraps memory-hall with HMAC auth, ACL, staging, proposals, and event-sourced governance.
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[`memory-gateway`](https://github.com/MakiDevelop/memory-gateway) is the **deployment platform** that wraps memory-hall with HMAC auth, ACL, staging, proposals, and event-sourced governance.
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Solo users: `memory-hall serve` is enough. Production / multi-user: deploy `memory-gateway`, which embeds memory-hall as a library.
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pyproject.toml

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mh = "memory_hall.cli.main:app"
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[project.urls]
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Homepage = "https://github.com/USERNAME/memory-hall"
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Documentation = "https://github.com/USERNAME/memory-hall/tree/main/docs"
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Repository = "https://github.com/USERNAME/memory-hall"
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Issues = "https://github.com/USERNAME/memory-hall/issues"
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Homepage = "https://github.com/MakiDevelop/memory-hall"
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Documentation = "https://github.com/MakiDevelop/memory-hall/tree/main/docs"
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Repository = "https://github.com/MakiDevelop/memory-hall"
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Issues = "https://github.com/MakiDevelop/memory-hall/issues"
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[build-system]
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requires = ["hatchling"]

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