Docs + Memory

TinyRustLM Docs and UAI Memory

Durable report archive, long-term memory, and .uai file-memory routes for the TinyRustLM plain PHP project site.

01

What lives here

The docs folder preserves the report bodies and long-term project memory that support the public TinyRustLM site. The .uai folder acts as compact agent memory and deep-links into these durable Markdown targets instead of duplicating all report text inside hot memory files.

  • Report bodies in /docs/reports/
  • Long-term memory in /docs/long-term-memory.md
  • Pointer ledger in /.uai/long-term-memory.uai
  • File handoff state in /.uai/file-handoff.uai

02

How agents should read it

Start with /.uai/index.uai, then read /.uai/startup-packet.uai, /.uai/short-term-memory.uai, and /.uai/long-term-memory.uai. Use /docs/report-index.md to locate full source reports only when needed.

  • Load hot .uai files first
  • Follow pointer records to docs
  • Avoid bulk-loading all reports unless the task requires it
  • Keep report bodies in docs and summaries in .uai

03

Preserved reports

All attached TinyRustLM, Rust/WASM, native web, agent-readable web, and virality reports are copied into the docs folder with stable relative paths and checksums.

ReportRoleChecksum
Engineering Tiny Language Models for Deterministic WebAssembly and Rust Runtimes
Tiny Language Models for WASM.md
Core tiny-model feasibility, micro-model tiers, quantization constraints, deterministic WASM smoke testing, and Rust/WASM runtime pressure. B823A12562F6DB28
Architecting Minimalist Neural Inference in WebAssembly
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. 53E988FBCDD51A06
Architecture and Engineering of TinyRustLM
Understanding TinyRustLM_ Creation and Purpose.md
Primary TinyRustLM explanation: browser-local runtime, .slm format, q8/q4 quantization, adapters, selector registries, and offline model breeding. 69A94B184F4876B2
Tiny Language Models for Rust/WASM
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. 37D6B47ED4284F65
GGUF MiRust All Source Review Bundle
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. 2B2D72AC23F1D639
Memory Systems Domains Research
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. B400312F9FEB5F5D
Future-Proof Native HTML5 Techniques
Future-Proof Native HTML5 Techniques(3).md
Native HTML5, semantic structure, progressive enhancement, declarative shadow DOM, popovers, dialogs, and accessible no-framework web patterns. A152A89B4575DDB9
Future-Proof JavaScript Without Dependencies
Vanilla JS Future-Proof Techniques(3).md
Native JavaScript standards, import maps, async control flow, reactive stores, navigation, view transitions, and security primitives. 5BCC36711C08D107
Innovative Vanilla Web Design
Innovative Vanilla Web Design(3).md
Advanced vanilla design ideas, view transitions, Web Components, Houdini, WebGPU, Web Audio, and immersive zero-dependency interaction patterns. FE68269F39258FA1
Agent-Native Vanilla Web Architecture
Mememtech Vanilla Web Architecture(3).md
Agent-readable web architecture, semantic HTML, llms.txt, content negotiation, robots policy, and machine-readable site surfaces. 4E3ACAA0D568C201
Analyzing Website Virality
Analyzing Website Virality(3).md
Sharing psychology, growth loops, friction reduction, dark social, interactive microsites, and resilient infrastructure for public project sites. 5CDB3C8C9FA714AF

UAI memory read order

.uai/index.uai lists the file-memory suite and the recommended read order.

.uai/long-term-memory.uai is the semantic pointer ledger with deep links to each durable report and long-term memory body.

docs/report-index.md is the human- and agent-readable report manifest with checksums.