Zen Mascot

I build simple solutions
for complex problems.

Hi, I'm Ghazi. I build lightweight tools for developers, focused on performance, clarity, and privacy-first systems.

See my projects
file_type_python file_type_mysql
Currently Building

docmd

Build production-ready documentation from Markdown in seconds. No React, no bloat, just content.

DocumentationMarkdownCLIBunNode.jsTypeScript
Check it out →
docmd

memoryblock

Private AI workspaces that run locally, using fewer tokens and less compute.

AILLMPrivateLocalWeb AppCLILibraryBunTypeScript

AIMonitor

Native macOS menu bar app for monitoring AI usage, quotas, and provider status in real time.

macOSSwiftAIMenu BarOpen Source

Latest Rollups

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Sep 20, 2026

Why Your AI Agent Works Once But Fails the Second Time

Consistency gaps in LLM agents are hiding in plain sight. Why average accuracy masks unreliability, and how to measure what users actually care about.

Sep 20, 2026

Why Your AI Agent Succeeds 77% of the Time (But Only 53% Reliably)

Most agent benchmarks hide inconsistency behind averages. Here's why that gap matters and how to measure real-world reliability.

Sep 20, 2026

Running Routes and Lost Code: Why LLM Transparency Matters

ChatGPT created perfect running routes using OSM data, but the actual code vanished. Why LLM systems need better transparency and code preservation.

Sep 20, 2026

AWS Continuum Adds Pre-Test Credential Validation for Faster Security Scanning

AWS Continuum now validates login credentials before penetration tests run, automatically discovering in-scope URLs and reducing wasted test cycles for developers.

Sep 19, 2026

Why I Built Laya: Open-Source System 1 for Real Production Speed

Sub-35ms open-weight decision engine with multilingual routing and honest calibration. How I rebuilt what frontier labs closed.

Sep 19, 2026

ChatGPT Work Generated Running Routes, Then Lost The Code

GPT-6 created GPS routes from my address using OSM data, but the actual code disappeared after thread compaction. What this reveals about LLM transparency.