Hi👋🏿, I'm Blessed
I’m a software engineer and systems researcher exploring infrastructure for AI agents that operate over real data, tools, and services. My aim is to enable people to delegate data-intensive work while keeping execution controlled and results supported as the system changes.
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 (22)
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
Building Toward Reliable AI Agents: Starting with a Weather Assistant
Aug 27, 2026
Aug 27, 2026
Historical Trace Coverage for Regression Selection in Stochastic Tool-Using Agents
Aug 21, 2026
Aug 21, 2026
Semantic Monitoring Under AI Component Evolution
Aug 14, 2026
Aug 14, 2026
Have a wonderful Friday 🚀
