About Me

Building agent runtimes and orchestration patterns for tool-using, stateful, and multi-step agents. This includes routing requests to specialized agents, managing context and sessions, and separating reusable runtime capabilities from domain-specific agent logic.

Exploring MCP and WebMCP-style integrations to expose well-defined tools and page or application context to agents. I prefer constrained interfaces that preserve existing permissions and business rules rather than giving agents unrestricted access to underlying systems.

Designing retrieval and context layers with semantic data, bounded memory, grounding checks, and citation-aware responses. I also use targeted evals, regression checks, and observability to measure agent behavior instead of relying only on manual prompt testing.

Automating scheduled and event-driven workflows with n8n while using coding agents for implementation and review. I pair automation with explicit context, scoped instructions, static checks, tests, and verification gates so faster delivery does not come at the expense of code quality.