
I like to think of myself as a black-box researcher for LLM harnesses. Realistically I'm just expert generalist in fullstack & applied ai, maybe, idk, probably
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Monitor the current state of your prompt-language runtime effortlessly.
Automate pre-deployment checks to ensure code readiness before shipping.
Implement features using test-driven development (TDD) with a structured approach.
Perform comprehensive quality audits on web projects, including E2E tests and Lighthouse scores.
Iteratively fix failing tests until they pass, ensuring code stability.
Refactor code safely and incrementally while ensuring tests pass after each change.
Create and manage prompt-language flows for tasks requiring verification.
Evaluate flow conditions against session variables with detailed tracing.
Manually advance flow steps for debugging purposes in a controlled manner.
Diagnose stalled or failed prompt-language flows without altering project files.
Reset the active flow state to start fresh without affecting other files.
Validate and lint prompt-language flows to ensure correctness before execution.
A verification-first runtime for coding agents that ensures deterministic control flow and state management.