NodePad vs Topos

Agent on canvas. NodePad lays your AI conversations out on a canvas, so you try more ideas, keep the answers that hold up, and never lose the thread that mattered.

Correctness is table stakes. Topos evaluates the structural quality of agent-written code so working diffs do not become long-term codebase debt.

About NodePad

Agent on canvas. NodePad lays your AI conversations out on a canvas, so you try more ideas, keep the answers that hold up, and never lose the thread that mattered. You can then use the arrow keys to move the node around. You can then press delete to remove it or escape to cancel. Every message on a NodePad canvas is a node you can build on, and the model only ever sees the context you chose.

About Topos

Correctness is table stakes. Topos evaluates the structural quality of agent-written code so working diffs do not become long-term codebase debt. The Problem: Agents generate code faster than humans can review it. The Threat: The agentic spray problem, without structural guardrails, agentic speed is automated entropy: duplicate modules, fragile abstractions, and review fatigue that merges things no one actually understands. What Topos Does: Parses code into graph representations and scores three independent structural pillars, awarding a Quality Medal per file: Bronze, Silver, Gold, or Slop.