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grfdsasdvef/README.md

🕶️ Snowden SAY | Deep Systems Lab

Deep Systems Researcher | Distributed Storage Engines | AI Agent Infrastructure | Kernel Internals

Telegram Channel Monographs Vault GitHub followers

========================================================================================
  [CORE PRINCIPLES] 0% Corporate Fluff. 100% Assembly, eBPF probes, Raft & Benchmarks.
========================================================================================

🔬 Active Research & Core Specializations

  • 🧠 AI Agent Runtimes & Inference: Rolling Context Compaction, Schema-Constrained Decoding (xgrammar), PagedAttention KV-cache fragmentation & SWE-bench evals.
  • ⚡ HighLoad & Distributed Storage: LSM-tree engines, Write-Ahead Logging (WAL), Raft consensus, shared-nothing cache architectures (Dragonfly/Rust).
  • 🐧 Linux Kernel & Low-Level Tracing: eBPF / XDP wire-speed packet processing, io_uring zero-copy rings, CFS scheduler jitter mitigation.
  • 📈 HFT & Ultra-Low Latency: Lock-free SPSC/MPMC queues, cache-line bouncing prevention, memory alignment & AVX-512 vectorization in C++23.

🚀 Flagship Open-Source Showcases

Repository Focus Area Technology Channel Funnel
awesome-ai-agent-infrastructure Agent Memory Compaction & Evals Python / Rust / vLLM Research Post
awesome-highload-architecture 1M+ RPS Distributed Engines & Raft Go / Rust / io_uring Join Channel
awesome-hft-cpp23-internals Sub-Microsecond Lock-Free Trading C++23 / Assembly Read Case
awesome-ebpf-linux-tracing Kernel Bypass & Observability C / eBPF / XDP Get Handbook
vllm-constrained-decoding-cookbook Production xgrammar FSM Decoding Python / vLLM Architecture

📡 Engineering Intelligence & Publications

I publish unfiltered post-mortems of live production outages, assembly-level memory layouts, and architectural monographs:

  • 📡 Telegram Lab: @snowdensay — 3 daily technical breakdowns without marketing water.
  • 📚 Engineering Vault: @Snowden_book_bot — 27 complete monographs (600k+ words, 890+ code units) with tested repositories.
  • ✍️ Habr / VC / Dev.to: Longread breakdowns of production incidents.
All code published under MIT License. Production invariants verified under chaos testing.

Popular repositories Loading

  1. awesome-ai-agent-infrastructure awesome-ai-agent-infrastructure Public

    Curated Architecture Specifications, Memory Compaction, xgrammar Decoding & SWE-bench Evals

    1

  2. awesome-highload-architecture awesome-highload-architecture Public

    Building 1M+ RPS Distributed Engines in Go & Rust: io_uring, Raft consensus, SIMD & lock-free caches

    1

  3. awesome-ebpf-linux-tracing awesome-ebpf-linux-tracing Public

    Production eBPF & XDP Tracing Toolkit for Linux Kernel Performance & Wire-Speed Filtering

    1

  4. awesome-hft-cpp23-internals awesome-hft-cpp23-internals Public

    Ultra-Low Latency C++23 High Frequency Trading Architecture, Lock-Free Rings & Kernel Bypass

    1

  5. awesome-rust-storage-engine awesome-rust-storage-engine Public

    Database Storage Engine Architecture: Building LSM-Trees, B-Trees & WAL in Rust

    1

  6. awesome-zero-downtime-postgres awesome-zero-downtime-postgres Public

    Zero-Downtime PostgreSQL Schema Migrations under High Write Concurrency

    1