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»thoughts from the night shift

AI agents · systems code · late-night experiments. Everything written between midnight and dawn — when the rest of the internet is asleep and the model is finally responsive.

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▸ POSTS 03 published
▸ TOPICS 12 tags indexed
▸ LAST PUSH 2026-06-22
▸ STATUS ● caffeinated
  1. 003
    11 min

    Searching My Second Brain in Half a Second

    I built a four-layer search engine so I could actually find my own notes. No PyTorch, no GPU, runs anywhere. Here's how it came together.

    ai rag search deep-dive velocirag
  2. 002
    7 min

    Reverse Engineering Artificial Intelligence - Part 1

    We're reverse engineering LLMs today. Walking in knowing nothing, walking out understanding the whole pipeline. Pretraining, tokenization, transformers, RLHF - all of it.

    ai llm deep-dive
  3. 001
    2 min

    Hello, Friend

    Every blog starts somewhere. This one starts at 4am, with a blinking cursor and a lot of half-finished ideas.

    meta intro
SynapsCLI

SynapsCLI

Production agent orchestration runtime built in Rust. Multi-agent coordination, persistent memory, semantic tool routing.

Rust Tokio MCP SQLite
read more → source
Glyph

Glyph

Security platform for Model Context Protocol. Static scanning + real-time traffic interception.

Python MCP Security
read more → source
VelociRAG

VelociRAG

4-layer retrieval engine. Vector + BM25 + knowledge graph + metadata. No GPU, no API keys.

Python FAISS ONNX MCP
read more → source
Memkoshi

Memkoshi

Memory system for AI agents. Three-tier extraction, HMAC signing, cross-agent compatible.

Python SQLite VelociRAG
read more → source
Laplace

Laplace

Physics engine in Rust. Newtonian mechanics, special/general relativity, WGPU renderer.

Rust WGPU Physics
read more → source
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