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3 posts

Agent Harness: How I Built This Portfolio Using Autonomous AI Agents
How a spec-driven, multi-agent workflow — what I call the agent harness — was used to design, spec, and implement this entire portfolio site autonomously.
aiagentssdlckiro
September 1, 20258 min read
Building a Grounded LLM Assistant: No Hallucinations About Me
How the AI chatbot on this portfolio uses tool calling over the site's own typed content to answer questions about me accurately, without fabricating career details it has never seen.
aillmchatbotrag
August 15, 20257 min read
Land Cover Classification from Satellite Imagery: Lessons from Oil & Gas
Practical lessons from building a remote sensing AI model for land cover classification in upstream oil and gas operations, including class imbalance, resolution trade-offs, and domain shift.
computer-visionremote-sensingaisatellite
July 20, 20258 min read