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.
  • ARES go active
    ARES is a self-healing multi-agent runtime that combines event sourcing, memory distillation, chaos engineering, and evolutionary workflow optimization.
  • Transformer Explorer python demo
    Interactive visualizer for Transformer & Mamba architectures (Manim + Streamlit).
tim@0x10:~$ ▌
[log]  [github]

Reading Path

graph TB

    classDef ares fill:#B388FF22,stroke:#B388FF,color:#e6edf3,stroke-width:1.6px
    classDef codetribunal fill:#FF79C622,stroke:#FF79C6,color:#e6edf3,stroke-width:1.6px
    classDef decision_archaeology fill:#F1FA8C22,stroke:#F1FA8C,color:#e6edf3,stroke-width:1.6px
    classDef garbage_code_hunter fill:#FFB86C22,stroke:#FFB86C,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
    classDef omniscope_rs fill:#50FA7B22,stroke:#50FA7B,color:#e6edf3,stroke-width:1.6px

    %% === Overview layer ===
    subgraph Overview[" "]
        direction LR
        ares["ARES
Go AI Agent framework — from AHP protocol to self-healing runtimes"]:::ares
        codetribunal["CodeTribunal
LLM agent code review roundtable"]:::codetribunal
        decision_archaeology["decision-archaeology
Engineering decisions decoded from source code — across memory safety, FFI boundaries, multi-agent evolution, and a Web3→AI pivot"]:::decision_archaeology
        garbage_code_hunter["garbage-code-hunter
Multi-language code quality analysis in Rust"]:::garbage_code_hunter
        memscope_rs["memscope-rs
Rust memory tracing foundation"]:::memscope_rs
        omniscope["OmniScope
LLVM IR cross-language safety analysis"]:::omniscope
        omniscope_rs["omniscope-rs
Cross-language FFI security analysis — Zig vs. Rust implementation deep dive"]:::omniscope_rs
        memscope_rs -.->|"foundation for"| omniscope
        omniscope -.->|"parallel implementation"| omniscope_rs
        omniscope -.->|"drives tooling"| ares
        ares -.->|"agent framework for"| codetribunal
        memscope_rs -.->|"inspired"| decision_archaeology
        ares -.->|"inspired"| decision_archaeology
        codetribunal -.->|"inspired"| decision_archaeology
        garbage_code_hunter -.->|"inspired"| decision_archaeology
        omniscope -.->|"inspired"| decision_archaeology
        omniscope_rs -.->|"inspired"| decision_archaeology
    end

    %% === Parallel series tracks ===
    subgraph ares_track["ARES"]
        direction TB
        ares_w1["1 · Building Your Own Agent Framework When You're Bored"]:::ares
        click ares_w1 "https://Timwood0x10.github.io/myblog/log/ARES/00-goagentx-intro/"
        ares_w2["2 · The Big Picture"]:::ares
        click ares_w2 "https://Timwood0x10.github.io/myblog/log/ARES/01-architecture-overview-deep-dive/"
        ares_w1 --> ares_w2
        ares_w3["3 · Agent Harmony Protocol"]:::ares
        click ares_w3 "https://Timwood0x10.github.io/myblog/log/ARES/02-agent-harmony-protocol/"
        ares_w2 --> ares_w3
        ares_w4["4 · Memory Distillation"]:::ares
        click ares_w4 "https://Timwood0x10.github.io/myblog/log/ARES/03-memory-distillation-deep-dive/"
        ares_w3 --> ares_w4
        ares_w5["5 · Workflow Engine"]:::ares
        click ares_w5 "https://Timwood0x10.github.io/myblog/log/ARES/04-workflow-engine-deep-dive/"
        ares_w4 --> ares_w5
        ares_w6["6 · Tool Invocation Layer"]:::ares
        click ares_w6 "https://Timwood0x10.github.io/myblog/log/ARES/05-tool-system-deep-dive/"
        ares_w5 --> ares_w6
        ares_w7["7 · Security and Observability"]:::ares
        click ares_w7 "https://Timwood0x10.github.io/myblog/log/ARES/06-security-observability-deep-dive/"
        ares_w6 --> ares_w7
        ares_w8["8 · Runtime & Lifecycle"]:::ares
        click ares_w8 "https://Timwood0x10.github.io/myblog/log/ARES/07-runtime-lifecycle-deep-dive/"
        ares_w7 --> ares_w8
        ares_w9["9 · Event System"]:::ares
        click ares_w9 "https://Timwood0x10.github.io/myblog/log/ARES/08-event-system-deep-dive/"
        ares_w8 --> ares_w9
        ares_w10["10 · Arena / Fault Injection"]:::ares
        click ares_w10 "https://Timwood0x10.github.io/myblog/log/ARES/09-arena-fault-injection-deep-dive/"
        ares_w9 --> ares_w10
        ares_w11["11 · Retrieval System"]:::ares
        click ares_w11 "https://Timwood0x10.github.io/myblog/log/ARES/10-retrieval-system-deep-dive/"
        ares_w10 --> ares_w11
        ares_w12["12 · Autonomous Evolution"]:::ares
        click ares_w12 "https://Timwood0x10.github.io/myblog/log/ARES/11-autonomous-evolution-deep-dive/"
        ares_w11 --> ares_w12
        ares_w13["13 · Security Hardening"]:::ares
        click ares_w13 "https://Timwood0x10.github.io/myblog/log/ARES/12-security-hardening-deep-dive/"
        ares_w12 --> ares_w13
        ares_w14["14 · Bootstrap & API Layer"]:::ares
        click ares_w14 "https://Timwood0x10.github.io/myblog/log/ARES/13-bootstrap-api-deep-dive/"
        ares_w13 --> ares_w14
        ares_w15["15 · Plugin System"]:::ares
        click ares_w15 "https://Timwood0x10.github.io/myblog/log/ARES/14-plugin-system-deep-dive/"
        ares_w14 --> ares_w15
        ares_w16["16 · MCP Integration"]:::ares
        click ares_w16 "https://Timwood0x10.github.io/myblog/log/ARES/15-mcp-integration-deep-dive/"
        ares_w15 --> ares_w16
        ares_w17["17 · Flight Recorder"]:::ares
        click ares_w17 "https://Timwood0x10.github.io/myblog/log/ARES/16-flight-recorder-deep-dive/"
        ares_w16 --> ares_w17
        ares_w18["18 · SDK Layer"]:::ares
        click ares_w18 "https://Timwood0x10.github.io/myblog/log/ARES/17-sdk-layer/"
        ares_w17 --> ares_w18
        ares_w19["19 · Knowledge Graph Build"]:::ares
        click ares_w19 "https://Timwood0x10.github.io/myblog/log/ARES/18-knowledge-graph-build/"
        ares_w18 --> ares_w19
        ares_w20["20 · Storage Layer"]:::ares
        click ares_w20 "https://Timwood0x10.github.io/myblog/log/ARES/19-storage-layer/"
        ares_w19 --> ares_w20
        ares_w21["21 · LLM Client Layer"]:::ares
        click ares_w21 "https://Timwood0x10.github.io/myblog/log/ARES/20-llm-client-layer/"
        ares_w20 --> ares_w21
        ares_w22["22 · Evaluation Framework"]:::ares
        click ares_w22 "https://Timwood0x10.github.io/myblog/log/ARES/21-evaluation-framework/"
        ares_w21 --> ares_w22
        ares_w23["23 · Config System"]:::ares
        click ares_w23 "https://Timwood0x10.github.io/myblog/log/ARES/22-config-system/"
        ares_w22 --> ares_w23
        ares_w24["24 · Quant Trading Module"]:::ares
        click ares_w24 "https://Timwood0x10.github.io/myblog/log/ARES/23-quant-trading/"
        ares_w23 --> ares_w24
        ares_w25["25 · GA Evolution System"]:::ares
        click ares_w25 "https://Timwood0x10.github.io/myblog/log/ARES/24-1-ga-deep-dive/"
        ares_w24 --> ares_w25
        ares_w26["26 · TieredScorer"]:::ares
        click ares_w26 "https://Timwood0x10.github.io/myblog/log/ARES/24-2-ga-tiered-scorer/"
        ares_w25 --> ares_w26
        ares_w27["27 · Selection Operator Benchmark"]:::ares
        click ares_w27 "https://Timwood0x10.github.io/myblog/log/ARES/24-3-ga-selection-benchmark/"
        ares_w26 --> ares_w27
        ares_w28["28 · Promoter"]:::ares
        click ares_w28 "https://Timwood0x10.github.io/myblog/log/ARES/24-4-ga-promoter/"
        ares_w27 --> ares_w28
        ares_w29["29 · Genealogy"]:::ares
        click ares_w29 "https://Timwood0x10.github.io/myblog/log/ARES/24-5-ga-genealogy/"
        ares_w28 --> ares_w29
        ares_w30["30 · GA in the Trenches"]:::ares
        click ares_w30 "https://Timwood0x10.github.io/myblog/log/ARES/24-6-ga-in-the-trenches/"
        ares_w29 --> ares_w30
    end
    subgraph codetribunal_track["CodeTribunal"]
        direction TB
        codetribunal_w1["1 · When LLM Agents Hold a Code Review Trial"]:::codetribunal
        click codetribunal_w1 "https://Timwood0x10.github.io/myblog/log/CodeTribunal/00-series-index/"
        codetribunal_w2["2 · Why Code Review Needs Drama"]:::codetribunal
        click codetribunal_w2 "https://Timwood0x10.github.io/myblog/log/CodeTribunal/01-why-code-review-needs-drama/"
        codetribunal_w1 --> codetribunal_w2
        codetribunal_w3["3 · Wiring 8 LLM Agents Into a Game Loop"]:::codetribunal
        click codetribunal_w3 "https://Timwood0x10.github.io/myblog/log/CodeTribunal/02-architecture-overview/"
        codetribunal_w2 --> codetribunal_w3
        codetribunal_w4["4 · 8 Reviewers From One LLM"]:::codetribunal
        click codetribunal_w4 "https://Timwood0x10.github.io/myblog/log/CodeTribunal/03-persona-system/"
        codetribunal_w3 --> codetribunal_w4
        codetribunal_w5["5 · Subtle Sabotage as a Feature"]:::codetribunal
        click codetribunal_w5 "https://Timwood0x10.github.io/myblog/log/CodeTribunal/04-troublemaker-mechanic/"
        codetribunal_w4 --> codetribunal_w5
        codetribunal_w6["6 · Debate, Cross-Examination, and Voting"]:::codetribunal
        click codetribunal_w6 "https://Timwood0x10.github.io/myblog/log/CodeTribunal/05-debate-and-voting/"
        codetribunal_w5 --> codetribunal_w6
        codetribunal_w7["7 · Learning from Past Sessions"]:::codetribunal
        click codetribunal_w7 "https://Timwood0x10.github.io/myblog/log/CodeTribunal/06-experience-and-vector/"
        codetribunal_w6 --> codetribunal_w7
        codetribunal_w8["8 · Random Events and Game Dynamics"]:::codetribunal
        click codetribunal_w8 "https://Timwood0x10.github.io/myblog/log/CodeTribunal/07-random-events-and-fun/"
        codetribunal_w7 --> codetribunal_w8
        codetribunal_w9["9 · WebSocket Layer and Real-Time UI"]:::codetribunal
        click codetribunal_w9 "https://Timwood0x10.github.io/myblog/log/CodeTribunal/08-websocket-and-ui/"
        codetribunal_w8 --> codetribunal_w9
    end
    subgraph decision_archaeology_track["decision-archaeology"]
        direction TB
        decision_archaeology_w1["1 · 抽象的债务"]:::decision_archaeology
        click decision_archaeology_w1 "https://Timwood0x10.github.io/myblog/log/decision-archaeology/01-the-debt-of-abstraction/"
        decision_archaeology_w2["2 · 并发的本质是信任"]:::decision_archaeology
        click decision_archaeology_w2 "https://Timwood0x10.github.io/myblog/log/decision-archaeology/02-concurrency-is-trust/"
        decision_archaeology_w1 --> decision_archaeology_w2
        decision_archaeology_w3["3 · 错误是设计的镜子"]:::decision_archaeology
        click decision_archaeology_w3 "https://Timwood0x10.github.io/myblog/log/decision-archaeology/03-errors-are-mirrors/"
        decision_archaeology_w2 --> decision_archaeology_w3
        decision_archaeology_w4["4 · 工具的暴政"]:::decision_archaeology
        click decision_archaeology_w4 "https://Timwood0x10.github.io/myblog/log/decision-archaeology/04-tyranny-of-tools/"
        decision_archaeology_w3 --> decision_archaeology_w4
        decision_archaeology_w5["5 · 危险边界的守卫"]:::decision_archaeology
        click decision_archaeology_w5 "https://Timwood0x10.github.io/myblog/log/decision-archaeology/05-guarding-dangerous-boundaries/"
        decision_archaeology_w4 --> decision_archaeology_w5
        decision_archaeology_w6["6 · 可观测性的代价"]:::decision_archaeology
        click decision_archaeology_w6 "https://Timwood0x10.github.io/myblog/log/decision-archaeology/06-the-cost-of-observability/"
        decision_archaeology_w5 --> decision_archaeology_w6
        decision_archaeology_w7["7 · 状态还是行为"]:::decision_archaeology
        click decision_archaeology_w7 "https://Timwood0x10.github.io/myblog/log/decision-archaeology/07-state-vs-behavior/"
        decision_archaeology_w6 --> decision_archaeology_w7
        decision_archaeology_w8["8 · 撒谎的设计模式"]:::decision_archaeology
        click decision_archaeology_w8 "https://Timwood0x10.github.io/myblog/log/decision-archaeology/08-the-pattern-that-lied/"
        decision_archaeology_w7 --> decision_archaeology_w8
        decision_archaeology_w9["9 · 何时对异步说不"]:::decision_archaeology
        click decision_archaeology_w9 "https://Timwood0x10.github.io/myblog/log/decision-archaeology/09-when-to-say-no-to-async/"
        decision_archaeology_w8 --> decision_archaeology_w9
        decision_archaeology_w10["10 · 重写还是演进"]:::decision_archaeology
        click decision_archaeology_w10 "https://Timwood0x10.github.io/myblog/log/decision-archaeology/10-the-fork-in-the-road/"
        decision_archaeology_w9 --> decision_archaeology_w10
        decision_archaeology_w11["11 · 你跳过的那条测试"]:::decision_archaeology
        click decision_archaeology_w11 "https://Timwood0x10.github.io/myblog/log/decision-archaeology/11-the-test-you-skipped/"
        decision_archaeology_w10 --> decision_archaeology_w11
        decision_archaeology_w12["12 · 离开 Web3 的那天"]:::decision_archaeology
        click decision_archaeology_w12 "https://Timwood0x10.github.io/myblog/log/decision-archaeology/12-leaving-web3/"
        decision_archaeology_w11 --> decision_archaeology_w12
        decision_archaeology_w13["13 · 在"以安全著称的 Rust"里做内存工具"]:::decision_archaeology
        click decision_archaeology_w13 "https://Timwood0x10.github.io/myblog/log/decision-archaeology/13-safe-rust-memory-tool/"
        decision_archaeology_w12 --> decision_archaeology_w13
        decision_archaeology_w14["14 · OmniScope：从拒绝巨额白名单到妥协"]:::decision_archaeology
        click decision_archaeology_w14 "https://Timwood0x10.github.io/myblog/log/decision-archaeology/14-omniscope-design-tradeoffs/"
        decision_archaeology_w13 --> decision_archaeology_w14
        decision_archaeology_w15["15 · 把代码评审变成一场戏"]:::decision_archaeology
        click decision_archaeology_w15 "https://Timwood0x10.github.io/myblog/log/decision-archaeology/15-code-review-drama/"
        decision_archaeology_w14 --> decision_archaeology_w15
        decision_archaeology_w16["16 · 用遗传算法给 Agent 选策略"]:::decision_archaeology
        click decision_archaeology_w16 "https://Timwood0x10.github.io/myblog/log/decision-archaeology/16-genetic-algorithm-agent-selection/"
        decision_archaeology_w15 --> decision_archaeology_w16
    end
    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 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
        omniscope_w11["11 · v0.2.0"]:::omniscope
        click omniscope_w11 "https://Timwood0x10.github.io/myblog/log/OmniScope/v0-2-0/"
        omniscope_w10 --> omniscope_w11
    end
    subgraph omniscope_rs_track["omniscope-rs"]
        direction TB
        omniscope_rs_w1["1 · Call Graphs, State Machines, Semantic Trees, This Combo Took Two Years"]:::omniscope_rs
        click omniscope_rs_w1 "https://Timwood0x10.github.io/myblog/log/omniscope-rs/01-why-omniscope/"
        omniscope_rs_w2["2 · IR Loading"]:::omniscope_rs
        click omniscope_rs_w2 "https://Timwood0x10.github.io/myblog/log/omniscope-rs/02-ir-loading/"
        omniscope_rs_w1 --> omniscope_rs_w2
        omniscope_rs_w3["3 · Noise Reduction"]:::omniscope_rs
        click omniscope_rs_w3 "https://Timwood0x10.github.io/myblog/log/omniscope-rs/03-noise-reduction/"
        omniscope_rs_w2 --> omniscope_rs_w3
        omniscope_rs_w4["4 · From Effect to Evidence Chain Pipeline"]:::omniscope_rs
        click omniscope_rs_w4 "https://Timwood0x10.github.io/myblog/log/omniscope-rs/04-resource-family/"
        omniscope_rs_w3 --> omniscope_rs_w4
        omniscope_rs_w5["5 · IR Pattern Atlas"]:::omniscope_rs
        click omniscope_rs_w5 "https://Timwood0x10.github.io/myblog/log/omniscope-rs/05-ir-pattern-atlas/"
        omniscope_rs_w4 --> omniscope_rs_w5
        omniscope_rs_w6["6 · Reflection"]:::omniscope_rs
        click omniscope_rs_w6 "https://Timwood0x10.github.io/myblog/log/omniscope-rs/06-reflection/"
        omniscope_rs_w5 --> omniscope_rs_w6
    end

Series: ARES

Building Your Own Agent Framework When You're Bored
June 28, 2026 :: #AI #Agent #Go
The Big Picture — Why Another Agent Framework?
June 28, 2026 :: #Agent #Architecture #Go
Agent Harmony Protocol — The Communication Foundation for Multi-Agent Systems
June 28, 2026 :: #Agent #Concurrency #Go #Protocol

Series: CodeTribunal

CodeTribunal Deep-Dive Series: When LLM Agents Hold a Code Review Trial
May 28, 2026 :: #Code Review #Go #LLM #Multi-Agent
Why Code Review Needs Drama
May 28, 2026 :: #Code Review #Go #LLM #Multi-Agent
Architecture Overview: Wiring 8 LLM Agents Into a Game Loop
May 28, 2026 :: #Code Review #Go #LLM #Multi-Agent

Series: decision-archaeology

离开 Web3 的那天
July 16, 2026 :: #Career #EVM #Go #Memory Safety #Web3 #decision-archaeology
在"以安全著称的 Rust"里做内存工具
July 16, 2026 :: #Arc #Memory Safety #Rc #Rust #decision-archaeology #memscope-rs
OmniScope：从拒绝巨额白名单到妥协
July 16, 2026 :: #FFI #LLVM #OmniScope #Rust #Static Analysis #Zig #decision-archaeology

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: 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

v0.2.0
June 09, 2026 :: #FFI #LLVM #Rust
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

Series: omniscope-rs

OmniScope Architecture Deep Dive (Part 6): Reflection — The Architectural Trade-offs You Never Saw
June 30, 2026 :: #Architecture #Engineering Reflection #FFI #LLVM #Rust
OmniScope Architecture Deep Dive (Part 5): IR Pattern Atlas — From Evidence Chain to Semantic Suppression
June 28, 2026 :: #FFI #LLVM #Pattern Matching #Rust #Semantic Analysis
OmniScope Architecture Deep Dive (Part 4): Resource Families — Breaking Language Barriers: From Effect to Evidence Chain Pipeline
June 26, 2026 :: #Architecture #FFI #LLVM #Rust #Semantic Analysis