Building with Different AI Agents
Different AI agents are useful because they disagree. M8Shift turns that disagreement into structured project workflow.
DevOps / Technical Project Management / AI tooling
I build tools, workflows, and experiments at the edge of software engineering, AI agents, and real-world project constraints.
Current focus
The current work is about making multi-agent workflows visible, versioned, inspectable, and human-controlled instead of relying on manual copy-paste between isolated chat sessions.
Writing
Different AI agents are useful because they disagree. M8Shift turns that disagreement into structured project workflow.
M8Shift exists because different AI agents should work together through shared context, explicit roles, handoffs, and human validation.