Projects

Things I'm building, breaking, and shipping. A mix of energy-sector AI, developer tooling, and small experiments that scratched an itch.

petromcp

MCP server that exposes petroleum data formats to Claude. v0.2 ships LAS; DLIS, SEG-Y, and pump cards next. Bridges traditional energy data into the LLM tool-use ecosystem.

MCP
Python
Claude
Energy
LLM
Source

specwarden

Forces a written spec before any code change and logs every edit with a backlink. Hook-based enforcement; complementary to GitHub's spec-kit.

Python
Developer Tools
Hooks
Spec-Driven
Source

obsidian-tiktoker

A TikTok parser and saver for Obsidian. Captures video metadata, captions, and links into your vault as structured notes.

TypeScript
Obsidian
Plugin
Source

Focus Time

A minimalist focus timer for deep work sessions. Separate Next.js app deployed as a subdirectory of this site.

TypeScript
Next.js
Productivity
Website
Source
Fear has killed more dreams than failure ever will.
© 2026 Amey Ambade
Houston, TX
currently obsessing over: the long catalog of bossa nova standards
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