
Openextract
Structured data from documents and media, validated against your schema.
I'm Cole McIntosh, an AI engineer in Dallas, Texas, and the founder of Mellow AI. I build agents and extraction systems that take work off the table for real teams.

Structured data from documents and media, validated against your schema.

A fast PDF-to-Markdown engine in Rust, built without dependencies.

Document screening that surfaces evidence of tampering for human review.

Public building permits turned into timely leads for DFW subcontractors.
Qwen3.5-4B fine-tuned for structured decisions. Open weights and evaluation.
Mellow AI
2025 - Present
Pay Ready
2023 - 2025
Cloud Kitchens (now Atoms)
2022 - 2023
RealPage
2021 - 2022
Harbor turns jobs into containers, instructions, and graders — the bottleneck is the test.
Four $200 coding agents on the same work. Which surface makes it disappear?
Parallel agents and fast inference made the port possible. Deciding what exists stayed hard.
Point a coding agent at this URL to read the resume. Streamable HTTP, no auth.
https://colemcintosh.io/mcpFeel free to contact me at cole@staymellow.ai