The AI-native app wave: shared agent memory, agent-debugging, and self-learning knowledge bases

Product Hunt's AI category in early July 2026 is dominated by agent-infra and memory tools: scritty ("shared, searchable memory for every AI coding agent"), Knowledge Atlas by Fini ("self-learning knowledge base that improves itself"), Retrace ("debug AI agents by replaying and forking runs"), Compendium, agents-cli, and Mozaik (a TypeScript runtime for self-organizing agents).

What it means This is what practitioners are adopting right now — whether you build or buy, shared-memory-for-coding-agents and agent-run debuggers/replayers are becoming standard parts of the stack, not novelties.