AI Engineering
Hands-on work with LLMs, AI agents, model integration and system architecture, with engineering standards and human review.
About MnzAI Labs
Applied AI engineering, software and real product experiments.
MnzAI Labs is an independent software and applied AI engineering lab. We turn experiments into tools, products and technical content that can be used, measured and evaluated in the real world.
Developer Tools
Tools for concrete problems in AI-assisted development, including visibility into token usage and cost.
Software & Utilities
Utility apps and product experiments focused on productivity, performance and efficient technology use.
Technical content
Articles and the Fine Tuning Cast connect implementation, architecture and strategy to engineering practice.
Products and initiatives
Build first. Measure next. Keep learning.
Our products are also our test bed. Extension Token Manager and the Fine Tuning Cast are public. Sustain and Faster Podcast are still in development.
Working principles
- Start with the problem, then choose the technology.
- Give agents boundaries, acceptance criteria and human accountability.
- Use experiments, measurements and verifiable sources.
- Start small and scale when the results justify it.
Founder
Maycon Menezes
Maycon founded MnzAI Labs to build software, explore new ways of working with AI and share technical lessons through products and content that people can evaluate publicly.
View Maycon's profile