Archive

• 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 Harmony Protocol — The Communication Foundation for Multi-Agent Systems :: #Agent, #Concurrency, #Go, #Protocol
• 2026-06-28:: Memory Distillation — When the Agent Learns to Forget and Refine :: #Agent, #Go, #Memory, #RAG
• 2026-06-28:: Workflow Engine — From DAG to Dynamic Orchestration :: #Agent, #Go, #Orchestration, #Workflow
• 2026-06-28:: Tool Invocation Layer — Four Paths and One Safety Net :: #Agent, #Function Calling, #Go, #Tool
• 2026-06-28:: Security and Observability — Defense in Depth and Transparent Tracing :: #Agent, #Go, #Observability, #Security
• 2026-06-28:: Runtime & Lifecycle — Birth, Death, and Resurrection :: #Agent, #Go, #Resilience, #Runtime
• 2026-06-28:: Event System — Event Sourcing Foundation for State Recovery and Audit Trails :: #Agent, #Audit, #Event Sourcing, #Go
• 2026-06-28:: Arena / Fault Injection — Break It Deliberately, Watch It Self-Heal :: #Agent, #Chaos Engineering, #Go, #Testing
• 2026-06-28:: Retrieval System — Hybrid Search and Scoring Pipeline :: #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 — When Agents Learn to Defend Themselves :: #Agent, #Go, #OWASP, #Security
• 2026-06-28:: Bootstrap & API Layer — Wiring Without the Pain :: #API, #Agent, #Bootstrap, #Go
• 2026-06-28:: Plugin System — Extending Without Touching :: #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:: SDK Layer — One Line of Code to Start an Agent :: #Agent, #Developer Experience, #Go, #SDK
• 2026-06-28:: Knowledge Graph Build — From Markdown to 27K Edges (AKG) :: #Agent, #Go, #Knowledge Graph, #RAG
• 2026-06-28:: Storage Layer — The Foundation Under Everything :: #Agent, #Architecture, #Go, #Storage
• 2026-06-28:: LLM Client Layer — Failover, DeepSeek, 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, Twelve Modules :: #Agent, #Architecture, #Config, #Go
• 2026-06-28:: Quant Trading Module — The Experiment We Keep Honest About :: #Agent, #Experiment, #Go, #Quant
• 2026-06-28:: GA Evolution System — When Strategies Learn to Mate :: #Agent, #Evolution, #Genetic Algorithm, #Go
• 2026-06-28:: TieredScorer — Three-Layer Scoring Pipeline and LLM Budget Management :: #Agent, #Genetic Algorithm, #Go, #Scoring
• 2026-06-28:: Selection Operator Benchmark — Truncation vs Tournament vs Roulette :: #Agent, #Benchmark, #Genetic Algorithm, #Go
• 2026-06-28:: Promoter — Champion/Challenger Promotion and the Five-State State Machine :: #Agent, #Genetic Algorithm, #Go, #Promotion
• 2026-06-28:: Genealogy — Recording and Tracing the Evolutionary Family Tree :: #Agent, #Genealogy, #Genetic Algorithm, #Go
• 2026-06-28:: GA in the Trenches — What Three Real Evolution Runs Taught Me :: #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