Knownbase vs Prelo

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

Modern stacks made websites fast to build and impossible to hand over, Prelo ends with a WordPress-style studio your client already knows. MIT licensed, self-hosted, no...

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 Prelo

Modern stacks made websites fast to build and impossible to hand over, Prelo ends with a WordPress-style studio your client already knows. MIT licensed, self-hosted, no per-seat pricing. Prelo, The open-source CMS for websites built by AI and run by humans . Build me a site for my noodle bar, menu, hours, contact. Use Prelo for the CMS, scaffold it with npx create-prelo. Your agent writes the content types, pages and copy through the content API, not into files only you can reach.