# TinyRustLM Full Agent Text

> Full machine-readable site bundle for TinyRustLM plain PHP package 1.3.0. Full report bodies are linked from the report index rather than duplicated here.

# TinyRustLM

> TinyRustLM is a plain PHP project website explaining a zero-dependency Rust/WebAssembly browser-local small language model runtime built around custom .slm artifacts, strict validation, quantized execution, adapter sidecars, selector registries, deterministic test evidence, UAI file memory, durable reports, and a direct project contact route for Mike Kappel.

## Core Pages

- [Overview](https://TinyRustLM.mirust.com/): Project summary, constraints, runtime surfaces, and deployment posture.
- [Architecture](https://TinyRustLM.mirust.com/architecture/): System map covering the static browser UI, Rust/WASM runtime, offline packer, local server, harness, and claim boundaries.
- [Runtime](https://TinyRustLM.mirust.com/runtime/): Rust/WASM runtime responsibilities, memory transfer, generation, diagnostics, and explicit error states.
- [.slm Format](https://TinyRustLM.mirust.com/slm-format/): Custom model artifact contract for header, tensor directory, tokenizer metadata, quantization fields, and checksum validation.
- [Quantization](https://TinyRustLM.mirust.com/quantization/): f32, q8_0, and q4_0 memory math under the 33,554,432-byte browser selector budget.
- [Browser Runtime](https://TinyRustLM.mirust.com/browser-runtime/): Local browser app behavior, selector registry routing, local-only fetches, transcript state, and reset boundaries.
- [Adapters](https://TinyRustLM.mirust.com/adapters/): ADP1, ASP1, and ALR1 adapter sidecars with Rust validation-before-apply.
- [Model Breeding](https://TinyRustLM.mirust.com/model-breeding/): Offline candidate lineage, parent compatibility, operator receipts, manifests, runtime-smoke, eval evidence, and selector admission.
- [Testing](https://TinyRustLM.mirust.com/testing/): Rust tests, browser harness checks, WASM ABI smoke, browser smoke modes, and performance soak.
- [Roadmap](https://TinyRustLM.mirust.com/roadmap/): Proof-first expansion plan and explicit future boundaries.
- [Glossary](https://TinyRustLM.mirust.com/glossary/): Definitions for .slm, q8_0, q4_0, ADP1, ASP1, ALR1, selector registry, and runtime-smoke.
- [Docs + UAI Memory](https://TinyRustLM.mirust.com/docs/): Durable report archive, long-term memory body, report index, and .uai read order.
- [Contact Mike Kappel](https://TinyRustLM.mirust.com/contact/): Direct project contact route with email, phone, portfolio, contact hub, LinkedIn, GitHub, and NuGet links.

## Durable Memory

- [Long-term memory](https://TinyRustLM.mirust.com/docs/long-term-memory.md): Durable project memory body for current scope, public claim boundaries, report routing, and next recursive direction.
- [Report index](https://TinyRustLM.mirust.com/docs/report-index.md): Preserved report manifest with source filenames, roles, byte counts, and checksums.
- [.uai index](https://TinyRustLM.mirust.com/.uai/index.uai): Agent file-memory read order.
- [.uai long-term pointer ledger](https://TinyRustLM.mirust.com/.uai/long-term-memory.uai): Pointer ledger deep-linking every report and durable memory target.

## Preserved Reports

- [Engineering Tiny Language Models for Deterministic WebAssembly and Rust Runtimes](https://TinyRustLM.mirust.com/docs/reports/tiny-language-models-for-wasm.md): Core tiny-model feasibility, micro-model tiers, quantization constraints, deterministic WASM smoke testing, and Rust/WASM runtime pressure.
- [Architecting Minimalist Neural Inference in WebAssembly](https://TinyRustLM.mirust.com/docs/reports/rust-wasm-neural-model-patterns.md): WASM heap planning, zero-copy tensor views, tokenizer data structures, SIMD matrix-vector kernels, and deterministic neural inference design.
- [Architecture and Engineering of TinyRustLM](https://TinyRustLM.mirust.com/docs/reports/understanding-tinyrustlm-creation-and-purpose.md): Primary TinyRustLM explanation: browser-local runtime, .slm format, q8/q4 quantization, adapters, selector registries, and offline model breeding.
- [Tiny Language Models for Rust/WASM](https://TinyRustLM.mirust.com/docs/reports/tiny-language-models-for-rust-wasm.md): Candidate model analysis, 33.5 MB budget math, Llama and GPT-NeoX topology notes, tokenizer constraints, and converter requirements.
- [GGUF MiRust All Source Review Bundle](https://TinyRustLM.mirust.com/docs/reports/gguf-mirust-all-source-review-bundle.txt): Large source review bundle containing the TinyRustLM source inventory, hot .uai memory files, docs, runtime, packer, harness, and model-breeding artifacts.
- [Memory Systems Domains Research](https://TinyRustLM.mirust.com/docs/reports/memory-systems-domains-research.md): Background research on AI memory domains, UAIX-style short-term handoff, long-term governed memory, and machine-readable knowledge routing.
- [Future-Proof Native HTML5 Techniques](https://TinyRustLM.mirust.com/docs/reports/future-proof-native-html5-techniques.md): Native HTML5, semantic structure, progressive enhancement, declarative shadow DOM, popovers, dialogs, and accessible no-framework web patterns.
- [Future-Proof JavaScript Without Dependencies](https://TinyRustLM.mirust.com/docs/reports/vanilla-js-future-proof-techniques.md): Native JavaScript standards, import maps, async control flow, reactive stores, navigation, view transitions, and security primitives.
- [Innovative Vanilla Web Design](https://TinyRustLM.mirust.com/docs/reports/innovative-vanilla-web-design.md): Advanced vanilla design ideas, view transitions, Web Components, Houdini, WebGPU, Web Audio, and immersive zero-dependency interaction patterns.
- [Agent-Native Vanilla Web Architecture](https://TinyRustLM.mirust.com/docs/reports/mememtech-vanilla-web-architecture.md): Agent-readable web architecture, semantic HTML, llms.txt, content negotiation, robots policy, and machine-readable site surfaces.
- [Analyzing Website Virality](https://TinyRustLM.mirust.com/docs/reports/analyzing-website-virality.md): Sharing psychology, growth loops, friction reduction, dark social, interactive microsites, and resilient infrastructure for public project sites.

## Machine Formats

- [Full text](https://TinyRustLM.mirust.com/llms-full.txt): Bundled Markdown content for agent readers.
- [Sitemap](https://TinyRustLM.mirust.com/sitemap.xml): Canonical route list.
- [Robots](https://TinyRustLM.mirust.com/robots.txt): Crawl policy.

## Boundaries

- This is a plain PHP site, not WordPress.
- Do not infer cloud inference or remote model execution.
- Do not infer trained assistant quality from runtime-smoke claims.
- Treat model and adapter licenses as artifact-specific.
- The contact page is for project and professional routing, not an automated support system.


---

# TinyRustLM Long-Term Memory

> Durable project memory for TinyRustLM plain PHP site package 1.3.0. This file is the body memory target for `.uai/long-term-memory.uai`; the `.uai` file stays pointer-first and routes agents here for full context.

## Current truth boundary

TinyRustLM is presented as a browser-local Rust/WebAssembly small language model runtime project, not as a cloud assistant, hosted chatbot, WordPress theme, generic Rust site, or GGUF runtime claim. The public site explains the current architecture and its proof surfaces: custom `.slm` artifacts, f32/q8_0/q4_0 quantization, deterministic validation, ADP1/ASP1/ALR1 adapter sidecars, selector registries, module-plan receipts, local-only browser diagnostics, and evidence-first model-breeding workflows.

## Site implementation memory

- Current package version: `1.3.0`.
- Site type: plain PHP 8, no WordPress, no database, no Composer, no npm.
- Frontend: custom CSS and small vanilla JavaScript only.
- Public routes: `/`, `/architecture/`, `/runtime/`, `/slm-format/`, `/quantization/`, `/browser-runtime/`, `/adapters/`, `/model-breeding/`, `/testing/`, `/roadmap/`, `/glossary/`, `/docs/`, and `/contact/`.
- Machine routes: `/llms.txt`, `/llms-full.txt`, `/robots.txt`, `/sitemap.xml`, plus Markdown negotiation via `?format=md` or `Accept: text/markdown` on PHP-rendered pages.
- Durable docs: `/docs/`, `/docs/report-index.md`, `/docs/long-term-memory.md`, and `/docs/reports/*`.

## Technical memory

TinyRustLM should be described through concrete engineering surfaces:

1. **Runtime** — Rust owns `.slm` parsing, tokenizer behavior, tensor validation, quantization math, KV cache state, sampling, generation, diagnostics, error codes, adapter validation, and adapter application.
2. **Browser shell** — JavaScript owns local file fetches, manifest checks, byte transfer into WASM memory, controls, transcript rendering, and diagnostics display. It must not parse tensor payloads or make model-quality claims.
3. **Artifact format** — `.slm` is the custom local model artifact, with strict header, tensor directory, tokenizer metadata, quantization fields, dimension checks, checksums, and bounded runtime state.
4. **Memory envelope** — public copy should keep the 33,554,432-byte selector model budget visible because it explains vocabulary pressure, q8/q4 tradeoffs, scratch buffers, adapter stack limits, and browser viability.
5. **Adapters** — ADP1, ASP1, and ALR1 are validated sidecars. They are not replacement models and are not applied until Rust validates shape, identity, checksums, tokenizer agreement, tensor layout, and finite payload values.
6. **Model breeding** — model breeding is offline and receipt-bound. Operators can produce candidates, sparse/low-rank sidecars, and evidence records, but public assistant-quality claims require additional runtime-smoke and evaluation sidecars.

## Public copy boundaries

- Do not claim trained assistant quality unless an evaluation sidecar with passed cases exists.
- Do not claim GGUF import support as a TinyRustLM feature unless a specific conversion path and smoke evidence are added.
- Do not describe the project as WordPress; this package is plain PHP.
- Do not introduce Bootstrap, jQuery, Tailwind, React, Vue, Composer, npm, CDN dependencies, analytics, telemetry, remote inference APIs, or external model downloads by default.
- Keep TinyRustLM centered on local agency, deterministic proof, inspectable artifacts, and constrained browser execution.

## Report memory index

| Durable report | Source file | Type | SHA-256 |
|---|---:|---|---|
| [Engineering Tiny Language Models for Deterministic WebAssembly and Rust Runtimes](/docs/reports/tiny-language-models-for-wasm.md) | `Tiny Language Models for WASM.md` | report | `B823A12562F6DB288C6B16A38A6A9A8C6DD2AF8C02F783BBF34E3C54836FF6FB` |
| [Architecting Minimalist Neural Inference in WebAssembly](/docs/reports/rust-wasm-neural-model-patterns.md) | `Rust WASM Neural Model Patterns.md` | report | `53E988FBCDD51A06A6155A8293CA85113543F20D9F78AF52EE50997B23E5F618` |
| [Architecture and Engineering of TinyRustLM](/docs/reports/understanding-tinyrustlm-creation-and-purpose.md) | `Understanding TinyRustLM_ Creation and Purpose.md` | report | `69A94B184F4876B293EF268F22DF5DB63F1DFF5413AFEF03F7A9C6BAB397440D` |
| [Tiny Language Models for Rust/WASM](/docs/reports/tiny-language-models-for-rust-wasm.md) | `Tiny Language Models for Rust_WASM.md` | report | `37D6B47ED4284F65C591921F653F3AA4E17672593AE84C09C84E4222FC808AE9` |
| [GGUF MiRust All Source Review Bundle](/docs/reports/gguf-mirust-all-source-review-bundle.txt) | `GGUF_MiRust_All_Source_Review_Bundle(1).txt` | source-review-bundle | `2B2D72AC23F1D63919C0B744E9586C8AE73C45B26891E8F698DAD1417E8DE931` |
| [Memory Systems Domains Research](/docs/reports/memory-systems-domains-research.md) | `Memory Systems Domains Research(2).md` | report | `B400312F9FEB5F5D5D2BF0C77B221B925B7AC091BC618E1B6964D38885D8C9B9` |
| [Future-Proof Native HTML5 Techniques](/docs/reports/future-proof-native-html5-techniques.md) | `Future-Proof Native HTML5 Techniques(3).md` | report | `A152A89B4575DDB990DDB5300DAE0AC44BC424ABDED40C9ADB7CA87045461879` |
| [Future-Proof JavaScript Without Dependencies](/docs/reports/vanilla-js-future-proof-techniques.md) | `Vanilla JS Future-Proof Techniques(3).md` | report | `5BCC36711C08D1072C857B01E025D7FFF946615349BDEEB340E70FA8677F92B3` |
| [Innovative Vanilla Web Design](/docs/reports/innovative-vanilla-web-design.md) | `Innovative Vanilla Web Design(3).md` | report | `FE68269F39258FA1E3BFECB7F78C153F4CA24C0F08432D3F193F91087B12122C` |
| [Agent-Native Vanilla Web Architecture](/docs/reports/mememtech-vanilla-web-architecture.md) | `Mememtech Vanilla Web Architecture(3).md` | report | `4E3ACAA0D568C201C56E8F74E0016004743D04E553B9AEC8E83152E0F8B4E47A` |
| [Analyzing Website Virality](/docs/reports/analyzing-website-virality.md) | `Analyzing Website Virality(3).md` | report | `5CDB3C8C9FA714AF0C44B48EC58B3C885846D5C8D7B1E5DDE869442B83DA95EF` |

## Next recursive direction

Continue by improving the docs surface and public evidence flow without widening claims. Good next work: add a public support matrix, add code snippets that mirror current source behavior, add downloadable checksums for source evidence, add a `/docs/proof/` page, and keep `.uai/long-term-memory.uai` synchronized whenever reports or source boundaries change.


---

# TinyRustLM Report Index

> Durable report map for TinyRustLM plain PHP site package 1.3.0. Every source report copied into `/docs/reports/` is listed with a source filename, durable route, role, byte count, and checksum.

| Report | Source filename | Role | Bytes | SHA-256 |
|---|---|---|---:|---|
| [Engineering Tiny Language Models for Deterministic WebAssembly and Rust Runtimes](/docs/reports/tiny-language-models-for-wasm.md) | `Tiny Language Models for WASM.md` | Core tiny-model feasibility, micro-model tiers, quantization constraints, deterministic WASM smoke testing, and Rust/WASM runtime pressure. | 46105 | `B823A12562F6DB288C6B16A38A6A9A8C6DD2AF8C02F783BBF34E3C54836FF6FB` |
| [Architecting Minimalist Neural Inference in WebAssembly](/docs/reports/rust-wasm-neural-model-patterns.md) | `Rust WASM Neural Model Patterns.md` | WASM heap planning, zero-copy tensor views, tokenizer data structures, SIMD matrix-vector kernels, and deterministic neural inference design. | 69793 | `53E988FBCDD51A06A6155A8293CA85113543F20D9F78AF52EE50997B23E5F618` |
| [Architecture and Engineering of TinyRustLM](/docs/reports/understanding-tinyrustlm-creation-and-purpose.md) | `Understanding TinyRustLM_ Creation and Purpose.md` | Primary TinyRustLM explanation: browser-local runtime, .slm format, q8/q4 quantization, adapters, selector registries, and offline model breeding. | 31890 | `69A94B184F4876B293EF268F22DF5DB63F1DFF5413AFEF03F7A9C6BAB397440D` |
| [Tiny Language Models for Rust/WASM](/docs/reports/tiny-language-models-for-rust-wasm.md) | `Tiny Language Models for Rust_WASM.md` | Candidate model analysis, 33.5 MB budget math, Llama and GPT-NeoX topology notes, tokenizer constraints, and converter requirements. | 44102 | `37D6B47ED4284F65C591921F653F3AA4E17672593AE84C09C84E4222FC808AE9` |
| [GGUF MiRust All Source Review Bundle](/docs/reports/gguf-mirust-all-source-review-bundle.txt) | `GGUF_MiRust_All_Source_Review_Bundle(1).txt` | Large source review bundle containing the TinyRustLM source inventory, hot .uai memory files, docs, runtime, packer, harness, and model-breeding artifacts. | 4922808 | `2B2D72AC23F1D63919C0B744E9586C8AE73C45B26891E8F698DAD1417E8DE931` |
| [Memory Systems Domains Research](/docs/reports/memory-systems-domains-research.md) | `Memory Systems Domains Research(2).md` | Background research on AI memory domains, UAIX-style short-term handoff, long-term governed memory, and machine-readable knowledge routing. | 39530 | `B400312F9FEB5F5D5D2BF0C77B221B925B7AC091BC618E1B6964D38885D8C9B9` |
| [Future-Proof Native HTML5 Techniques](/docs/reports/future-proof-native-html5-techniques.md) | `Future-Proof Native HTML5 Techniques(3).md` | Native HTML5, semantic structure, progressive enhancement, declarative shadow DOM, popovers, dialogs, and accessible no-framework web patterns. | 53751 | `A152A89B4575DDB990DDB5300DAE0AC44BC424ABDED40C9ADB7CA87045461879` |
| [Future-Proof JavaScript Without Dependencies](/docs/reports/vanilla-js-future-proof-techniques.md) | `Vanilla JS Future-Proof Techniques(3).md` | Native JavaScript standards, import maps, async control flow, reactive stores, navigation, view transitions, and security primitives. | 47621 | `5BCC36711C08D1072C857B01E025D7FFF946615349BDEEB340E70FA8677F92B3` |
| [Innovative Vanilla Web Design](/docs/reports/innovative-vanilla-web-design.md) | `Innovative Vanilla Web Design(3).md` | Advanced vanilla design ideas, view transitions, Web Components, Houdini, WebGPU, Web Audio, and immersive zero-dependency interaction patterns. | 47461 | `FE68269F39258FA1E3BFECB7F78C153F4CA24C0F08432D3F193F91087B12122C` |
| [Agent-Native Vanilla Web Architecture](/docs/reports/mememtech-vanilla-web-architecture.md) | `Mememtech Vanilla Web Architecture(3).md` | Agent-readable web architecture, semantic HTML, llms.txt, content negotiation, robots policy, and machine-readable site surfaces. | 42941 | `4E3ACAA0D568C201C56E8F74E0016004743D04E553B9AEC8E83152E0F8B4E47A` |
| [Analyzing Website Virality](/docs/reports/analyzing-website-virality.md) | `Analyzing Website Virality(3).md` | Sharing psychology, growth loops, friction reduction, dark social, interactive microsites, and resilient infrastructure for public project sites. | 62253 | `5CDB3C8C9FA714AF0C44B48EC58B3C885846D5C8D7B1E5DDE869442B83DA95EF` |

## Related durable memory

- [Long-term memory](/docs/long-term-memory.md): Durable body memory for project state, boundaries, report routing, and next recursive direction. SHA-256: `E930670CE12380A29218ADE238D3E3CCD1B9E0949C1FC9365BA075ED30060E45`
- [.uai long-term pointer ledger](../.uai/long-term-memory.uai): Pointer-first memory ledger that deep-links to this report index and every preserved report.
- [.uai file handoff](../.uai/file-handoff.uai): Active intake and disposition rules for future report drops.