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docs: promote verbatim-vs-derivative essay from research/ to README (#170)
The verbatim-vs-derivative axis essay
(docs/research/verbatim-vs-derivative-axis.md) is the fork's
standalone treatment of Principle 1. Issue #170 asked for it to
be elevated from a buried research/ doc to a first-class
reference that external readers can find via the README.
README changes:
- Inline link from "What this is" → essay (replacing bare text
"verbatim-vs-derivative thesis").
- Inline link from "Why this fork exists" → essay (replacing
bare text "verbatim-vs-derivative axis").
- New "Sources — Synthesis and research" subsection calling out
the essay by name as the standalone treatment of Principle 1,
alongside the True Memory comparison, benchmark survey, and
three-patterns research.
Essay changes:
- Two broken anchors fixed in Further reading: both pointed at
README sections (#the-four-layers, #the-thesis-operational-principles)
that moved to docs/ARCHITECTURE.md in the README pivot.
- Body paragraph reference to "the README's thesis section"
retargeted to docs/ARCHITECTURE.md for the same reason.
- Last revised bumped to 2026-05-24.
Closes#170.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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A verbatim-first local AI memory system. This fork tracks `upstream/develop` through the 2026-05-23 sync (commit `eb77c8c`) and runs in production on a **335K+ drawer Postgres + pgvector + Apache AGE palace** behind [palace-daemon](https://github.com/techempower-org/palace-daemon). It carries ~507 fork-ahead commits that compose with — not replace — bensig's release direction; the v3.3.5 release (2026-05-10) includes our co-authored `_get_collection` retry-once via upstream #1377. 3009 tests pass on `main`.
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The fork's architectural thinking — the four-layer memory model, the verbatim-vs-derivative thesis, design principles, and the two-memory-layer pairing with Auto Dream — lives in [`docs/ARCHITECTURE.md`](docs/ARCHITECTURE.md). The new things here are *what we've learned*, not just what we've fixed.
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The fork's architectural thinking — the four-layer memory model, the [verbatim-vs-derivative thesis](docs/research/verbatim-vs-derivative-axis.md), design principles, and the two-memory-layer pairing with Auto Dream — lives in [`docs/ARCHITECTURE.md`](docs/ARCHITECTURE.md). The new things here are *what we've learned*, not just what we've fixed.
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## Why this fork exists
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We surveyed the memory-system landscape in April 2026 and found no verbatim-first local system with MCP. The landscape has since fragmented — MCP memory servers proliferated in May 2026 — but the verbatim-vs-derivative axis remains the clearest architectural dividing line. Updated survey as of 2026-05-24:
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We surveyed the memory-system landscape in April 2026 and found no verbatim-first local system with MCP. The landscape has since fragmented — MCP memory servers proliferated in May 2026 — but the [verbatim-vs-derivative axis](docs/research/verbatim-vs-derivative-axis.md) remains the clearest architectural dividing line. Updated survey as of 2026-05-24:
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### Verbatim-first systems
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## Sources
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### Synthesis and research
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-[**The Verbatim-vs-Derivative Axis**](docs/research/verbatim-vs-derivative-axis.md) — standalone treatment of [Principle 1](docs/ARCHITECTURE.md#1-verbatim-vs-derivative-is-the-canonical-axis). Structural argument, the April-May 2026 recovery-collection episode (210× token-budget gap closed by one structural change), and Anthropic's Dreams API as independent vendor-API ratification of the same axis.
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storage layer: store verbatim, derive lazily, treat every derivative as
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replaceable. Companion to the README's four-layer model and operational thesis.*
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Last revised: 2026-05-22.
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Last revised: 2026-05-24.
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## TL;DR
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2.**Lazy derivation.** Derivative artifacts are produced when needed (background processes, on-demand re-derivation, opt-in enrichment), not synchronously inside the write path. The write path is the drawer plus minimum unambiguous metadata (wing/room from cwd or transcript path, timestamp, content hash).
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3.**Replaceable.** Any derivative store can be dropped, rebuilt under a different algorithm, re-embedded, or re-keyed — because the verbatim record underneath is intact.
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The README's thesis section names this as Principle 1 ("verbatim vs. derivative is the canonical axis"). This essay is the longer argument for why the call is load-bearing, what alternatives fail at, and where the line actually sits.
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[`docs/ARCHITECTURE.md`](../ARCHITECTURE.md#1-verbatim-vs-derivative-is-the-canonical-axis) names this as Principle 1 ("verbatim vs. derivative is the canonical axis"). This essay is the longer argument for why the call is load-bearing, what alternatives fail at, and where the line actually sits.
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Background on the four-layer model the axis sits inside:
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-[README — the four layers](../../README.md#the-four-layers) — storage / encoder / retrieval / consumption.
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-[README — the thesis](../../README.md#the-thesis-operational-principles) — Principle 1 is the README's compressed statement of the verbatim-vs-derivative axis.
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-[`docs/ARCHITECTURE.md` — the four layers](../ARCHITECTURE.md#the-four-layers) — storage / encoder / retrieval / consumption.
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-[`docs/ARCHITECTURE.md` — the thesis](../ARCHITECTURE.md#the-thesis-operational-principles) — Principle 1 is the compressed statement of the verbatim-vs-derivative axis.
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A verbatim-first local AI memory system. This fork tracks `upstream/develop` through the 2026-05-23 sync (commit `eb77c8c`) and runs in production on a **335K+ drawer Postgres + pgvector + Apache AGE palace** behind [palace-daemon](https://github.com/techempower-org/palace-daemon). It carries ~507 fork-ahead commits that compose with — not replace — bensig's release direction; the v3.3.5 release (2026-05-10) includes our co-authored `_get_collection` retry-once via upstream #1377. 3009 tests pass on `main`.
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-
The fork's architectural thinking — the four-layer memory model, the verbatim-vs-derivative thesis, design principles, and the two-memory-layer pairing with Auto Dream — lives in [`docs/ARCHITECTURE.md`](docs/ARCHITECTURE.md). The new things here are *what we've learned*, not just what we've fixed.
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The fork's architectural thinking — the four-layer memory model, the [verbatim-vs-derivative thesis](docs/research/verbatim-vs-derivative-axis.md), design principles, and the two-memory-layer pairing with Auto Dream — lives in [`docs/ARCHITECTURE.md`](docs/ARCHITECTURE.md). The new things here are *what we've learned*, not just what we've fixed.
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## Why this fork exists
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-
We surveyed the memory-system landscape in April 2026 and found no verbatim-first local system with MCP. The landscape has since fragmented — MCP memory servers proliferated in May 2026 — but the verbatim-vs-derivative axis remains the clearest architectural dividing line. Updated survey as of 2026-05-24:
55
+
We surveyed the memory-system landscape in April 2026 and found no verbatim-first local system with MCP. The landscape has since fragmented — MCP memory servers proliferated in May 2026 — but the [verbatim-vs-derivative axis](docs/research/verbatim-vs-derivative-axis.md) remains the clearest architectural dividing line. Updated survey as of 2026-05-24:
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### Verbatim-first systems
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## Sources
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### Synthesis and research
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- [**The Verbatim-vs-Derivative Axis**](docs/research/verbatim-vs-derivative-axis.md) — standalone treatment of [Principle 1](docs/ARCHITECTURE.md#1-verbatim-vs-derivative-is-the-canonical-axis). Structural argument, the April-May 2026 recovery-collection episode (210× token-budget gap closed by one structural change), and Anthropic's Dreams API as independent vendor-API ratification of the same axis.
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