Memoars vs Overplane

Memoars is a user-owned, encrypted memory layer that carries approved context across AI assistants while keeping you in control of what is learned, changed, and forgotten.

Overplane is an AI code generation and build system that verifies and safely compiles plain-language specs into working, verified code. Container-sandboxed agents,...

About Memoars

Memoars is a user-owned, encrypted memory layer that carries approved context across AI assistants while keeping you in control of what is learned, changed, and forgotten. Only encrypted memory content is written to your bucket. Memory content is ciphertext, while organization, workspace, identity, grant, version, usage, transcript, and proposal metadata may be visible to the coordinator. On an opt-in run, the dreamer will review this lifecycle and propose what to keep, update or merge. Running memoars against your own bucket is free and complete: one agent, one machine, fully encrypted.

About Overplane

Overplane is an AI code generation and build system that verifies and safely compiles plain-language specs into working, verified code. Container-sandboxed agents, replayable builds, and multi-agent support. Overplane combines popular AI coding agents with containers, spec-driven development, and formal verification to create a safer and more reliable AI coding workflow. Overplane keeps the speed and fixes the rest in three moves: contain the agent, wrap it in a real build system, and verify the plan before the code exists.