Sheif Compound AI Labs exists to build systems that think with you, not for you. We believe in the compounding nature of well-architected software.
Most software is built to be used and then discarded. We build software that earns interest. Each system we build makes the next one more powerful, and each tool we release makes its users more capable over time.
An LLM without a system is fragile. We focus on the full stack—databases, pipelines, interfaces, and feedback loops. True intelligence is found in the integration, not just the model.
Sheif Compound AI Labs is an extension of my learning and building process. I believe in trajectory over credentials. Here, I document systems, share research, and explore the future of intelligent tools.