Archive | Timwood0x10

2026-10-25:: 深入理解 Go / Rust / C++ 泛型 :: #CPP, #Go, #Rust, #generic

2026-10-25:: Rust 编译慢研究 :: #Compiler, #Monomorphization, #Performance, #Rust

2026-10-25:: Rust 生命周期到底在「确保」什么 :: #Borrow Checker, #Lifetime, #Rust

2026-10-25:: Rust 的 Send 与 Sync 到底在保证什么 :: #Concurrency, #Rust, #Send, #Sync

2026-10-25:: Rust 的 unsafe 边界：原始指针、型变与 FFI :: #FFI, #Lifetime, #Rust, #Unsafe

2026-10-25:: Rust 所有权、Drop 与 Drop Check :: #Drop, #Ownership, #PhantomData, #Rust

2026-10-25:: Rust 未初始化内存与 MaybeUninit :: #MaybeUninit, #Memory, #Rust, #Unsafe

2026-10-25:: Rust panic 展开、异常安全与原始内存 :: #Memory, #Panic, #Rust, #Unsafe

2026-10-25:: Rust Vec 的真实内存布局、扩容与 ZST :: #Memory, #Rust, #Vec, #ZST

2026-10-25:: Rust Pin：地址稳定性到底在保证什么 :: #Async, #Pin, #Rust, #Unsafe

2026-10-25:: Rust 与 Go 的异步体系对比 :: #Async, #Concurrency, #Go, #Rust

2026-10-25:: Rust 与 Go 的错误处理与故障恢复 :: #Error Handling, #Go, #Reliability, #Rust

2026-10-25:: Rust 与 Go 的内存管理：GC、所有权与分配 :: #GC, #Go, #Memory, #Rust

2026-10-23:: ARES config.yaml Guide (English) :: #Agent, #Config, #Go, #YAML

2026-10-23:: Agent Communication — Agent IPC Primitives and the Syscall Tool Layer :: #Agent, #Communication, #Go, #IPC

2026-10-23:: Context Management — Three-Layer Context and Checkpointable Cognitive State :: #Agent, #Context, #Go, #LLM

2026-10-23:: Skills Discovery — A Capability Catalog That Never Scans the Disk :: #Agent, #Discovery, #Go, #Skills

2026-07-16:: 离开 Web3 的那天 :: #Career, #EVM, #Go, #Memory Safety, #Web3, #decision-archaeology

2026-07-16:: 在"以安全著称的 Rust"里做内存工具 :: #Arc, #Memory Safety, #Rc, #Rust, #decision-archaeology, #memscope-rs

2026-07-16:: OmniScope：从拒绝巨额白名单到妥协 :: #FFI, #LLVM, #OmniScope, #Rust, #Static Analysis, #Zig, #decision-archaeology

2026-07-16:: 把代码评审变成一场戏 :: #Code Review, #CodeTribunal, #Go, #LLM, #Multi-Agent, #decision-archaeology

2026-07-16:: 用遗传算法给 Agent 选策略 :: #ARES, #Agent, #Evolution, #Genetic Algorithm, #Go, #decision-archaeology

2026-06-30:: OmniScope Architecture Deep Dive (Part 6): Reflection — The Architectural Trade-offs You Never Saw :: #Architecture, #Engineering Reflection, #FFI, #LLVM, #Rust

2026-06-28:: OmniScope Architecture Deep Dive (Part 5): IR Pattern Atlas — From Evidence Chain to Semantic Suppression :: #FFI, #LLVM, #Pattern Matching, #Rust, #Semantic Analysis

2026-06-28:: Building Your Own Agent Framework When You're Bored :: #AI, #Agent, #Go

2026-06-28:: The Big Picture — Why Another Agent Framework? :: #Agent, #Architecture, #Go

2026-06-28:: Agent IPC — Peer-Mesh Communication Primitives :: #Agent, #Concurrency, #Go, #Protocol

2026-06-28:: Memory Distillation — How Experience Is Extracted, Ranked, Reused, and Forgotten :: #Agent, #Go, #Memory, #RAG

2026-06-28:: Workflow Engine — The DAG Is the Source of Truth :: #Agent, #Go, #Orchestration, #Workflow

2026-06-28:: The Tool Invocation Layer — From Registered to Actually Called :: #Agent, #Function Calling, #Go, #Tool

2026-06-28:: Security and Observability — Auth, RBAC, Sanitization, and Scheduling :: #Agent, #Go, #Observability, #Security

2026-06-28:: Runtime & Lifecycle — Birth, Death, and Fresh Birth :: #Agent, #Go, #Resilience, #Runtime

2026-06-28:: Event System — Append-Only Event Log and Task Lifecycle :: #Agent, #Audit, #Event Sourcing, #Go

2026-06-28:: Arena / Fault Injection — Break It Deliberately, Watch It Rise Again :: #Agent, #Chaos Engineering, #Go, #Testing

2026-06-28:: Retrieval System — Vector, Keyword, and FTS in Practice :: #Agent, #Go, #RAG, #Retrieval

2026-06-28:: Autonomous Evolution — When Agents Learn to Improve Themselves :: #Agent, #Evolution, #Go, #Self-Improvement

2026-06-28:: Security Hardening — The Tool-Trust Gate and Identity Provenance :: #Agent, #Go, #OWASP, #Security

2026-06-28:: Bootstrap & System Runtime — Wiring as a Readable Sequence :: #API, #Agent, #Bootstrap, #Go

2026-06-28:: The Plugin System — A Contract and a Bus, Not Dynamic Loading :: #Agent, #Architecture, #Go, #Plugin

2026-06-28:: MCP Integration — Teaching Agents to Use Tools :: #Agent, #Go, #Integration, #MCP

2026-06-28:: Flight Recorder — Agent Black Box and Execution Trace Replay :: #Agent, #Debugging, #Go, #Observability

2026-06-28:: The SDK Layer — A Package That Wraps the Internals :: #Agent, #Developer Experience, #Go, #SDK

2026-06-28:: Knowledge Graph Build — From Provider Data to a Queryable Graph :: #Agent, #Go, #Knowledge Graph, #RAG

2026-06-28:: Storage Layer — The Foundation Under Everything :: #Agent, #Architecture, #Go, #Storage

2026-06-28:: LLM Client Layer — Client, Failover, and Multi-Provider Abstraction :: #Abstraction, #Agent, #Go, #LLM

2026-06-28:: Evaluation Framework — How We Know If an Agent Is Actually Good :: #Agent, #Benchmark, #Evaluation, #Go

2026-06-28:: Config System — One YAML, Seventeen Sections :: #Agent, #Architecture, #Config, #Go

2026-06-28:: The Quant Trading Module — An Honest Statement :: #Agent, #Experiment, #Go, #Quant

2026-06-28:: GA Evolution Deep Dive — From a Single Strategy to a Pluggable Population Engine :: #Agent, #Evolution, #Genetic Algorithm, #Go

2026-06-28:: TieredScorer — A Three-Tier Scoring Pipeline with LLM Budget Management :: #Agent, #Genetic Algorithm, #Go, #Scoring

2026-06-28:: Selection Operator Performance — Truncation vs Tournament vs Roulette :: #Agent, #Benchmark, #Genetic Algorithm, #Go

2026-06-28:: The Promoter — A Five-State Strategy Lifecycle with Promote/Demote :: #Agent, #Genetic Algorithm, #Go, #Promotion

2026-06-28:: Genealogy — Tracking Who Descends from Whom :: #Agent, #Genealogy, #Genetic Algorithm, #Go

2026-06-28:: GA in the Trenches — The Pitfalls That Are Actually in the Code :: #Agent, #Genetic Algorithm, #Go, #Lessons Learned

2026-06-26:: OmniScope Architecture Deep Dive (Part 4): Resource Families — Breaking Language Barriers: From Effect to Evidence Chain Pipeline :: #Architecture, #FFI, #LLVM, #Rust, #Semantic Analysis

2026-06-24:: OmniScope Architecture Deep Dive (Part 3): Noise Reduction — An Epic Optimization from 5,098 to ~45 :: #FFI, #LLVM, #Optimization, #Rust, #Static Analysis

2026-06-22:: OmniScope Architecture Deep Dive (Part 2): IR Loading — 8 Ways to Wrestle with LLVM IR :: #FFI, #LLVM, #Performance, #Rust

2026-06-20:: Why OmniScope — Cross-language FFI Safety Analysis: Call Graphs, State Machines, Semantic Trees, This Combo Took Two Years :: #FFI, #LLVM, #Memory Safety, #Rust, #Static Analysis

2026-06-12:: 抽象的债务 :: #Architecture, #Go, #LLM, #decision-archaeology

2026-06-12:: 并发的本质是信任 :: #Concurrency, #Lock-Free, #Rust, #decision-archaeology

2026-06-12:: 错误是设计的镜子 :: #Error Handling, #Go, #LLM, #Multi-Agent, #decision-archaeology

2026-06-12:: 工具的暴政 :: #Code Quality, #Rust, #TreeSitter, #decision-archaeology

2026-06-12:: 危险边界的守卫 :: #FFI, #LLVM, #Memory Safety, #Rust, #Zig, #decision-archaeology

2026-06-12:: 可观测性的代价 :: #Event Sourcing, #Flight Recorder, #Go, #Observability, #decision-archaeology

2026-06-12:: 状态还是行为 :: #Event Sourcing, #Go, #Memory, #State, #decision-archaeology

2026-06-12:: 撒谎的设计模式 :: #Architecture, #Design Pattern, #Go, #Rust, #decision-archaeology

2026-06-12:: 何时对异步说不 :: #Async, #Concurrency, #Go, #decision-archaeology

2026-06-12:: 重写还是演进 :: #Architecture, #Go, #Rewrite, #Rust, #decision-archaeology

2026-06-12:: 你跳过的那条测试 :: #Chaos Engineering, #Go, #Resilience, #Testing, #decision-archaeology

2026-06-09:: v0.2.0 :: #FFI, #LLVM, #Rust

2026-05-28:: CodeTribunal Deep-Dive Series: When LLM Agents Hold a Code Review Trial :: #Code Review, #Go, #LLM, #Multi-Agent

2026-05-28:: Why Code Review Needs Drama :: #Code Review, #Go, #LLM, #Multi-Agent

2026-05-28:: Architecture Overview: Wiring 8 LLM Agents Into a Game Loop :: #Code Review, #Go, #LLM, #Multi-Agent

2026-05-28:: The Persona System: 8 Reviewers From One LLM :: #Code Review, #Go, #LLM, #Multi-Agent

2026-05-28:: The Troublemaker Mechanic: Subtle Sabotage as a Feature :: #Code Review, #Go, #LLM, #Multi-Agent

2026-05-28:: Debate, Cross-Examination, and Voting :: #Code Review, #Go, #LLM, #Multi-Agent

2026-05-28:: The Experience System: Learning from Past Sessions :: #Code Review, #Go, #LLM, #Multi-Agent

2026-05-28:: Random Events and Game Dynamics :: #Code Review, #Go, #LLM, #Multi-Agent

2026-05-28:: WebSocket Layer and Real-Time UI :: #Code Review, #Go, #LLM, #Multi-Agent

2026-05-27:: garbage-code-hunter Deep-Dive Series: Multi-Language Code Quality Analysis in Rust :: #Code Quality, #Rust, #Static Analysis

2026-05-27:: Why Multi-Language Code Quality Analysis Is Hard :: #Code Quality, #Rust, #Static Analysis

2026-05-27:: Architecture Overview: How to Structure a Multi-Language Code Analyzer :: #Code Quality, #Rust, #Static Analysis

2026-05-27:: Tree-sitter and the LanguageAdapter Pattern :: #Code Quality, #Rust, #Static Analysis

2026-05-27:: StyleIR: The Language-Neutral Intermediate Representation :: #Code Quality, #Rust, #Static Analysis

2026-05-27:: The Signal Detection System :: #Code Quality, #Rust, #Static Analysis

2026-05-27:: Duplication Detection Algorithms :: #Code Quality, #Rust, #Static Analysis

2026-05-27:: The Scoring Model: From Qualitative Signals to a Single Number :: #Code Quality, #Rust, #Static Analysis

2026-05-27:: The Fun Side: Roasts, Personality, and the Tool Belt :: #Code Quality, #Rust, #Static Analysis

2026-05-21:: OmniScope Deep-Dive Series: From LLVM IR to Cross-Language Ownership Auditing :: #FFI, #LLVM, #Rust

2026-05-21:: Why OmniScope Analyzes Cross-Language Safety at the LLVM IR Layer :: #FFI, #LLVM, #Rust

2026-05-21:: Lifecycle of an Analysis Run: CLI, IRLoader, Pipeline, and Output :: #FFI, #LLVM, #Rust

2026-05-21:: Inside the Pass System: Dependency Ordering, Shared Context, and Graceful Degradation :: #FFI, #LLVM, #Rust

2026-05-21:: Zone Classification and Semantic Registry: Avoiding Blacklist-Style Reporting :: #FFI, #LLVM, #Rust

2026-05-21:: MemoryGraph and DangerSurface: From Pointer Facts to Risk Paths :: #FFI, #LLVM, #Rust

2026-05-21:: Rust FFI Auditor: Reconstructing and Checking Cross-Language Ownership Protocols :: #FFI, #LLVM, #Rust

2026-05-21:: Reporting Pipeline: Issue Objects, JSON, SARIF, and Engineering Integration :: #FFI, #LLVM, #Rust

2026-05-21:: Architecture Deep Dive: From Facade to Event Store, Snapshot, Analysis, and Render :: #Rust, #memscope-rs

2026-05-21:: Benchmark Deep Dive: What the Numbers Actually Say :: #Rust, #memscope-rs

2026-05-21:: Export and Dashboard Pipeline: Turning Memory Events into Reports :: #Rust, #memscope-rs

2026-05-21:: Ownership Graph and Relation Inference: From Memory Events to Rust Semantics :: #Rust, #memscope-rs

2026-05-21:: memscope-rs Technical Article Series Index :: #Rust, #memscope-rs

2026-05-20:: Arc/Rc Clone Detection: Why `StackOwner` Matters :: #Rust, #memscope-rs

2026-05-20:: Async Task Memory Attribution: Tracking Memory Beyond Threads :: #Rust, #memscope-rs

2026-05-20:: Lockfree Tracking: How `memscope-rs` Handles Concurrent Memory Events :: #Rust, #memscope-rs, #multithread

2026-05-20:: Single-Thread Tracking: From GlobalAlloc to Rust-Level Memory Semantics :: #Memory, #Rust, #memscope-rs

2026-05-20:: Unsafe and FFI Memory Passport: Tracking Memory Across Rust's Trust Boundary :: #Rust, #memscope-rs, #unsafe/ffi