agentic-rl-research-lab

Run only the synthetic, offline FounderQuest-RL environment and preserve protected rewards, blind heldout separation, and human/professional authority boundaries.

Turn a business pain point, product purpose, hackathon idea, judging rubric, or required sponsor stack into a researched, scaffolded, evaluated, live-tested, browser-proven agent application. Use for empty-directory builds or safely adopting NodeKit into an existing project.

Capture a substantial code change, architecture migration, benchmark, release, or completed hackathon application as an editable, evidence-backed presentation. Use when Codex must explain what changed, assemble a judge or reviewer deck, keep presentation material current during development, or drive NodeSlide through its package, CLI, MCP, or host adapter.

Dogfood and regression-test an agentic application from the rendered user surface through its runtime, tools, durable state, artifacts, and proof. Use after NodeKit creates or adopts an application, before production or hackathon presentation claims, and whenever a major agentic UI workflow changes.