Hi👋🏿, I'm Blessed
I’m a software engineer and systems researcher exploring how to make production AI systems dependable. My current focus is AI agents that read data, call tools, save intermediate results, and update files or records.
My research on athletics performance anomaly detection shaped this interest in evidence and reliability. Alongside my research, I’m building Sedge, a platform for building reliable, data-driven applications.
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Selected writing on research, agent systems, software engineering, and data systems. Browse by topic or open the complete archive. All Posts (23)
Research
Research questions, experiments, agent systems, and evidence.
Engineering
Software, infrastructure, data systems, and implementation work.
Building
Projects, career, learning systems, and working practice.
Recent writing
Research experiment
Can an AI Agent Find Its Own Data? I Spent a Night Finding Out
Sep 5, 2026
14 minutes #ai-agents #agent-evaluation
Sep 5, 2026
Learning record
Building Toward Reliable AI Agents: Starting with a Weather Assistant
Aug 27, 2026
5 minutes #ai-agents #agent-reliability
Aug 27, 2026
Research experiment
Historical Trace Coverage for Regression Selection in Stochastic Tool-Using Agents
Aug 21, 2026
17 minutes #research-portfolio #ai-agents
Aug 21, 2026
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