Knownbase vs VibeSolve

Stop re-explaining your codebase to AI. Knownbase gives Claude Code, Codex and MCP agents persistent project memory that survives every session.

VibeSolve is an experimental AI tool that turns plain-English problem descriptions into optimisation projects, exploring where LLMs can add real value to the optimisation...

About Knownbase

Stop re-explaining your codebase to AI. Knownbase gives Claude Code, Codex and MCP agents persistent project memory that survives every session. Knownbase gives your AI coding agents persistent, searchable project knowledge, so architecture decisions, debugging discoveries, conventions and lessons survive across sessions and tools. Works with Claude Code, Codex, Cursor, ChatGPT and any MCP-compatible agent. They're storage failures: the agent learned something real and had nowhere durable to put it. Compaction loses the discoveries The context gets compacted mid-task and the hard-won finding from two hours ago is summarized down to nothing.

About VibeSolve

VibeSolve is an experimental AI tool that turns plain-English problem descriptions into optimisation projects, exploring where LLMs can add real value to the optimisation workflow. Built on people-first, developer-friendly principles. Review the extracted problem specification in plain English, correct any misunderstandings in real time and ensure the system completely understands your requirements before any code is generated. This is often paired with other problem types, such as scheduling, in more complex cases. Hospital rostering is a common use case for this combination.