I build tools for AI-assisted engineering, agent evaluation, and media production.
Founder of Kumanday Intelligence and VP of the Trilogy AI Center of Excellence. I also teach applied AI engineering to builders across Latin America.
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Inspect how an engineering agent worked.
Captures native agent sessions and workspace changes, with evidence-linked assessments for investigating failures and comparing runs.
Coordinate coding agents around real engineering work.
Connects Linear issues to isolated workspaces and coding-agent runtimes, with dependency scheduling and human review.
Turn source recordings into editing material.
Produces timestamped transcripts, subtitles, contact sheets, production plans, and first-pass rough cuts from audio and video.
Build video-generation workflows around planned segments.
Generates video through keyframe and frame-chaining workflows, with configurable local and cloud backends.
I write and teach about coding agents, evaluation, retrieval, and practical AI workflows.
Read Trilogy AI, watch my technical videos, or explore Kumanday Intelligence.





