OUTCOME · SHARED MEMORY
Prevent AI coding regressions with shared memory
Give every coding agent the root causes, rejected approaches, and project invariants it needs before it repeats a bug your engineering team already solved.
- accepted forgotten constraints
- 0
- project context available
- 24/7
- coding clients, one memory
- N
* Reference figures — measure your own savings with a pilot sprint.
SOLVED PAIN
The pains MemHub removes from your operation.
Agents repeat a previously rejected fix
Pinned decisions and bugfix provenance surface the prior evidence.
Knowledge stays in one person or chat
Project-scoped memory makes it available to authorized teammates.
Context is copied into every new tool
One MCP layer serves major coding agents and IDEs.
Real value, for the people building and the people deciding.
For developers
- Start sessions with project precedent
- Retrieve rationale without interrupting a teammate
- Keep working locally when connectivity drops
For engineering organizations
- Retain institutional knowledge by project
- Enforce organization and project authorization
- Review provenance, versions, and administrative audit events
01Capture the evidence once
Save the root cause and rejected alternatives with the fix. When later work touches that topic, retrieval supplies the precedent and pinned invariants before the agent proposes or implements a regression.
02Retrieve by task, not by dump
Topic, recency, type, and pinned status help agents retrieve a bounded answer. The archive remains searchable without consuming the entire context window.
03Measure the outcome in a pilot
Run one project for a sprint. Track repeated prompt tokens, time spent asking for prior context, reopened decisions, and defects tied to forgotten constraints.
UNIVERSAL COMPATIBILITY
Plugs into any CLI, IDE, or AI coding agent.
If it speaks MCP or reads a JSON config, MemHub plugs in. One command wires your editors and terminals without friction.
- Claude Code
- Cursor
- Windsurf
- Cline
- Codex CLI (GPT)
- GitHub Copilot
- Google Antigravity
- Gemini CLI
- Aider
- OpenCode
- CI bots via REST
Questions, answered straight.
Does MemHub replace documentation?
No. Keep durable reference material in documentation; use MemHub for the evolving decision, rationale, constraint, pattern, and bugfix stream that agents need during work.
How do we validate the benefit?
Set a baseline, run a one-sprint pilot, and compare the operational metrics listed above. Treat outcomes as measurements, not guaranteed percentages.
THE NEXT SESSION STARTS HERE — 2 MIN SETUP