tim@0x10:~$ whoami --verbose
user
Tim Wood · @0x10
realm
systems programming∩ai infrastructure
craft
memory safety · LLVM static analysis · agent frameworks · NN interpretability
stack
rust · go · zig · python
motto
think boldly · implement carefully · question everything
tim@0x10:~$ cargo list --pinned
  • memscope-rs rust active
    Runtime memory tracing for Rust — variable-level tracking, ownership graphs, leak / UAF / race detection, HTML dashboard.
  • OmniScope zig wip
    LLVM IR static-analysis framework targeting unsafe and FFI boundary issues across languages.
  • go-scheduler go wip
    Minimal deterministic GPU scheduler aimed at AI inference workloads.
  • go-agent go active
    Multi-agent framework in Go with PGVector memory distillation and embedding-based retrieval.
  • Transformer Explorer python demo
    Interactive visualizer for Transformer & Mamba architectures (Manim + Streamlit).
tim@0x10:~$ ▌
[log]  [github]

Reading Path

graph TB

    classDef garbage_code_hunter fill:#FFB86C22,stroke:#FFB86C,color:#e6edf3,stroke-width:1.6px
    classDef goagent fill:#B388FF22,stroke:#B388FF,color:#e6edf3,stroke-width:1.6px
    classDef memscope_rs fill:#5BA3E622,stroke:#5BA3E6,color:#e6edf3,stroke-width:1.6px
    classDef omniscope fill:#4DD0C822,stroke:#4DD0C8,color:#e6edf3,stroke-width:1.6px

    %% === Overview layer ===
    subgraph Overview[" "]
        direction LR
        garbage_code_hunter["garbage-code-hunter
Multi-language code quality analysis in Rust"]:::garbage_code_hunter
        goagent["goagent
Go AI Agent framework"]:::goagent
        memscope_rs["memscope-rs
Rust memory tracing foundation"]:::memscope_rs
        omniscope["OmniScope
LLVM IR cross-language safety analysis"]:::omniscope
        memscope_rs -.->|"foundation for"| omniscope
        omniscope -.->|"drives tooling"| goagent
    end

    %% === Parallel series tracks ===
    subgraph garbage_code_hunter_track["garbage-code-hunter"]
        direction TB
        garbage_code_hunter_w1["1 · Multi-Language Code Quality Analysis in Rust"]:::garbage_code_hunter
        click garbage_code_hunter_w1 "https://Timwood0x10.github.io/myblog/log/garbage-code-hunter/00-series-intro/"
        garbage_code_hunter_w2["2 · Why Multi-Language Code Quality Analysis Is Hard"]:::garbage_code_hunter
        click garbage_code_hunter_w2 "https://Timwood0x10.github.io/myblog/log/garbage-code-hunter/01-why-multi-language-sucks/"
        garbage_code_hunter_w1 --> garbage_code_hunter_w2
        garbage_code_hunter_w3["3 · How to Structure a Multi-Language Code Analyzer"]:::garbage_code_hunter
        click garbage_code_hunter_w3 "https://Timwood0x10.github.io/myblog/log/garbage-code-hunter/02-architecture-overview/"
        garbage_code_hunter_w2 --> garbage_code_hunter_w3
        garbage_code_hunter_w4["4 · Tree-sitter and the LanguageAdapter Pattern"]:::garbage_code_hunter
        click garbage_code_hunter_w4 "https://Timwood0x10.github.io/myblog/log/garbage-code-hunter/03-treesitter-and-language-adapter/"
        garbage_code_hunter_w3 --> garbage_code_hunter_w4
        garbage_code_hunter_w5["5 · The Language-Neutral Intermediate Representation"]:::garbage_code_hunter
        click garbage_code_hunter_w5 "https://Timwood0x10.github.io/myblog/log/garbage-code-hunter/04-style-ir-the-neutral-layer/"
        garbage_code_hunter_w4 --> garbage_code_hunter_w5
        garbage_code_hunter_w6["6 · The Signal Detection System"]:::garbage_code_hunter
        click garbage_code_hunter_w6 "https://Timwood0x10.github.io/myblog/log/garbage-code-hunter/05-signal-detection-system/"
        garbage_code_hunter_w5 --> garbage_code_hunter_w6
        garbage_code_hunter_w7["7 · Duplication Detection Algorithms"]:::garbage_code_hunter
        click garbage_code_hunter_w7 "https://Timwood0x10.github.io/myblog/log/garbage-code-hunter/06-duplication-algorithms/"
        garbage_code_hunter_w6 --> garbage_code_hunter_w7
        garbage_code_hunter_w8["8 · From Qualitative Signals to a Single Number"]:::garbage_code_hunter
        click garbage_code_hunter_w8 "https://Timwood0x10.github.io/myblog/log/garbage-code-hunter/07-scoring-model/"
        garbage_code_hunter_w7 --> garbage_code_hunter_w8
        garbage_code_hunter_w9["9 · Roasts, Personality, and the Tool Belt"]:::garbage_code_hunter
        click garbage_code_hunter_w9 "https://Timwood0x10.github.io/myblog/log/garbage-code-hunter/08-fun-side-roasts-and-personality/"
        garbage_code_hunter_w8 --> garbage_code_hunter_w9
    end
    subgraph goagent_track["goagent"]
        direction TB
        goagent_w1["1 · GoAgent Source Deep Dive Series"]:::goagent
        click goagent_w1 "https://Timwood0x10.github.io/myblog/log/goagent/readme/"
        goagent_w2["2 · GoAgent Source Deep Dive Series"]:::goagent
        click goagent_w2 "https://Timwood0x10.github.io/myblog/log/goagent/00-series-index/"
        goagent_w1 --> goagent_w2
        goagent_w3["3 · API Client"]:::goagent
        click goagent_w3 "https://Timwood0x10.github.io/myblog/log/goagent/01-api-client/"
        goagent_w2 --> goagent_w3
        goagent_w4["4 · LLM Client"]:::goagent
        click goagent_w4 "https://Timwood0x10.github.io/myblog/log/goagent/02-llm-client/"
        goagent_w3 --> goagent_w4
        goagent_w5["5 · Agent System"]:::goagent
        click goagent_w5 "https://Timwood0x10.github.io/myblog/log/goagent/03-agent-system/"
        goagent_w4 --> goagent_w5
        goagent_w6["6 · AHP Protocol"]:::goagent
        click goagent_w6 "https://Timwood0x10.github.io/myblog/log/goagent/04-ahp-protocol/"
        goagent_w5 --> goagent_w6
        goagent_w7["7 · Memory System"]:::goagent
        click goagent_w7 "https://Timwood0x10.github.io/myblog/log/goagent/05-memory-system/"
        goagent_w6 --> goagent_w7
        goagent_w8["8 · Tool System"]:::goagent
        click goagent_w8 "https://Timwood0x10.github.io/myblog/log/goagent/06-tool-system/"
        goagent_w7 --> goagent_w8
        goagent_w9["9 · Workflow Engine"]:::goagent
        click goagent_w9 "https://Timwood0x10.github.io/myblog/log/goagent/07-workflow-engine/"
        goagent_w8 --> goagent_w9
        goagent_w10["10 · Storage and Retrieval"]:::goagent
        click goagent_w10 "https://Timwood0x10.github.io/myblog/log/goagent/08-storage-retrieval/"
        goagent_w9 --> goagent_w10
        goagent_w11["11 · Embedding Service"]:::goagent
        click goagent_w11 "https://Timwood0x10.github.io/myblog/log/goagent/09-embedding-service/"
        goagent_w10 --> goagent_w11
    end
    subgraph memscope_rs_track["memscope-rs"]
        direction TB
        memscope_rs_w1["1 · From GlobalAlloc to Rust-Level Memory Semantics"]:::memscope_rs
        click memscope_rs_w1 "https://Timwood0x10.github.io/myblog/log/memscope-rs/single-thread-tracking/"
        memscope_rs_w2["2 · How `memscope-rs` Handles Concurrent Memory Events"]:::memscope_rs
        click memscope_rs_w2 "https://Timwood0x10.github.io/myblog/log/memscope-rs/lockfree-multithread-tracking/"
        memscope_rs_w1 --> memscope_rs_w2
        memscope_rs_w3["3 · Tracking Memory Beyond Threads"]:::memscope_rs
        click memscope_rs_w3 "https://Timwood0x10.github.io/myblog/log/memscope-rs/async-task-memory-attribution/"
        memscope_rs_w2 --> memscope_rs_w3
        memscope_rs_w4["4 · Why `StackOwner` Matters"]:::memscope_rs
        click memscope_rs_w4 "https://Timwood0x10.github.io/myblog/log/memscope-rs/arc-rc-stackowner/"
        memscope_rs_w3 --> memscope_rs_w4
        memscope_rs_w5["5 · Tracking Memory Across Rust's Trust Boundary"]:::memscope_rs
        click memscope_rs_w5 "https://Timwood0x10.github.io/myblog/log/memscope-rs/unsafe-ffi-memory-passport/"
        memscope_rs_w4 --> memscope_rs_w5
        memscope_rs_w6["6 · memscope-rs Technical Article Series Index"]:::memscope_rs
        click memscope_rs_w6 "https://Timwood0x10.github.io/myblog/log/memscope-rs/article-series-index/"
        memscope_rs_w5 --> memscope_rs_w6
        memscope_rs_w7["7 · From Facade to Event Store, Snapshot, Analysis, and Render"]:::memscope_rs
        click memscope_rs_w7 "https://Timwood0x10.github.io/myblog/log/memscope-rs/article-architecture-facade-pipeline/"
        memscope_rs_w6 --> memscope_rs_w7
        memscope_rs_w8["8 · Turning Memory Events into Reports"]:::memscope_rs
        click memscope_rs_w8 "https://Timwood0x10.github.io/myblog/log/memscope-rs/article-export-dashboard-pipeline/"
        memscope_rs_w7 --> memscope_rs_w8
        memscope_rs_w9["9 · From Memory Events to Rust Semantics"]:::memscope_rs
        click memscope_rs_w9 "https://Timwood0x10.github.io/myblog/log/memscope-rs/article-ownership-graph-relation-inference/"
        memscope_rs_w8 --> memscope_rs_w9
        memscope_rs_w10["10 · What the Numbers Actually Say"]:::memscope_rs
        click memscope_rs_w10 "https://Timwood0x10.github.io/myblog/log/memscope-rs/article-benchmark-deep-dive/"
        memscope_rs_w9 --> memscope_rs_w10
    end
    subgraph omniscope_track["OmniScope"]
        direction TB
        omniscope_w1["1 · OmniScope Design Concept"]:::omniscope
        click omniscope_w1 "https://Timwood0x10.github.io/myblog/log/OmniScope/000-design/"
        omniscope_w2["2 · From LLVM IR to Cross-Language Ownership Auditing"]:::omniscope
        click omniscope_w2 "https://Timwood0x10.github.io/myblog/log/OmniScope/00-series-index/"
        omniscope_w1 --> omniscope_w2
        omniscope_w3["3 · Why OmniScope Analyzes Cross-Language Safety at the LLVM IR Layer"]:::omniscope
        click omniscope_w3 "https://Timwood0x10.github.io/myblog/log/OmniScope/01-what-is-omniscope/"
        omniscope_w2 --> omniscope_w3
        omniscope_w4["4 · CLI, IRLoader, Pipeline, and Output"]:::omniscope
        click omniscope_w4 "https://Timwood0x10.github.io/myblog/log/OmniScope/02-cli-to-pipeline/"
        omniscope_w3 --> omniscope_w4
        omniscope_w5["5 · Dependency Ordering, Shared Context, and Graceful Degradation"]:::omniscope
        click omniscope_w5 "https://Timwood0x10.github.io/myblog/log/OmniScope/03-pass-system/"
        omniscope_w4 --> omniscope_w5
        omniscope_w6["6 · Avoiding Blacklist-Style Reporting"]:::omniscope
        click omniscope_w6 "https://Timwood0x10.github.io/myblog/log/OmniScope/04-zone-and-registry/"
        omniscope_w5 --> omniscope_w6
        omniscope_w7["7 · From Pointer Facts to Risk Paths"]:::omniscope
        click omniscope_w7 "https://Timwood0x10.github.io/myblog/log/OmniScope/05-memory-graph-danger-surface/"
        omniscope_w6 --> omniscope_w7
        omniscope_w8["8 · Reconstructing and Checking Cross-Language Ownership Protocols"]:::omniscope
        click omniscope_w8 "https://Timwood0x10.github.io/myblog/log/OmniScope/06-rust-ffi-auditor/"
        omniscope_w7 --> omniscope_w8
        omniscope_w9["9 · Issue Objects, JSON, SARIF, and Engineering Integration"]:::omniscope
        click omniscope_w9 "https://Timwood0x10.github.io/myblog/log/OmniScope/07-output-and-integration/"
        omniscope_w8 --> omniscope_w9
        omniscope_w10["10 · Red/Blue Team Testing Guide"]:::omniscope
        click omniscope_w10 "https://Timwood0x10.github.io/myblog/log/OmniScope/08-log-read/"
        omniscope_w9 --> omniscope_w10
    end

Series: garbage-code-hunter

garbage-code-hunter Deep-Dive Series: Multi-Language Code Quality Analysis in Rust
May 27, 2026 :: #Code Quality #Rust #Static Analysis
Why Multi-Language Code Quality Analysis Is Hard
May 27, 2026 :: #Code Quality #Rust #Static Analysis
Architecture Overview: How to Structure a Multi-Language Code Analyzer
May 27, 2026 :: #Code Quality #Rust #Static Analysis

Series: goagent

GoAgent Source Deep Dive Series
May 21, 2026 :: #AI #Go #LLM
GoAgent Source Deep Dive 01: API Client — Converging Framework Capabilities Into a Usable Entry Point
May 21, 2026 :: #AI #Go #LLM
GoAgent Source Deep Dive 02: LLM Client — Unifying Multi-Model Call Boundaries
May 21, 2026 :: #AI #Go #LLM

Series: memscope-rs

Architecture Deep Dive: From Facade to Event Store, Snapshot, Analysis, and Render
May 21, 2026 :: #Rust #memscope-rs
Benchmark Deep Dive: What the Numbers Actually Say
May 21, 2026 :: #Rust #memscope-rs
Export and Dashboard Pipeline: Turning Memory Events into Reports
May 21, 2026 :: #Rust #memscope-rs

Series: OmniScope

OmniScope Deep-Dive Series: From LLVM IR to Cross-Language Ownership Auditing
May 21, 2026 :: #FFI #LLVM #Rust
Why OmniScope Analyzes Cross-Language Safety at the LLVM IR Layer
May 21, 2026 :: #FFI #LLVM #Rust
Lifecycle of an Analysis Run: CLI, IRLoader, Pipeline, and Output
May 21, 2026 :: #FFI #LLVM #Rust