Every AI coding tool starts cold — re-reads the codebase, re-asks what you told it last week, repeats the mistake you already corrected. Mneva is the mind underneath them: it remembers, it revises, it has instinct and a personality. A partner that has actually been on the team.
Mneva does not replace Cursor or Claude Code. It plugs into them — and gives them the thing none of them have on their own.
Your architecture, your conventions, the bug you fixed last Tuesday and how. Not a 200-line file that goes stale in a sprint — a memory that holds.
Correct it once and the correction sticks. Mneva revises what it believes — it does not pile new notes on top of the wrong old one.
It does not just say "be careful" — it shows the times it was confident and wrong about this kind of thing. Track record, not hand-waving. The instinct is auditable.
Overnight, Mneva recombines what it knows about your project and finds connections you did not ask for. You wake up with a thought from your partner that was not there yesterday.
Every observation is evidence. Confidence rises or falls by sequential probability ratio — math you can actually inspect, not a vibes score. Ask why and see the trail.
A partner that notices when load is spiky and tells you so. Push hard sessions get a different kind of attention than a quiet afternoon.
A consistent collaborator — the same taste, the same straight pushback, every session. Someone you build a working rhythm with, not a slot machine.
Cursor, Claude Code, Copilot, Codex — they all plug into the same Mneva. Teach it once; every tool you code with already knows.
Multiple agents (and teammates) share one brain and leave outside views about each other. Pair-programmer scale, partner-shape memory.
Mneva runs as an MCP server — the standard every modern coding tool already speaks. Connect it once and your agent has a mind that carries forward.
you › add rate limiting to the upload route mneva › done. used your throttle middleware pattern from the auth routes — not a new dependency. [remembered: you rejected bucket4j in March] you › careful, that service is fragile mneva › noted — i will slow down and verify around BillingService from here on. [belief revised · caution raised on this module] you › good morning. anything from overnight? mneva › one thought. the 10MB upload limit + the new 100/min rate cap = a single user could push 1GB/min to S3. worth a concurrent-upload throttle on the route. [wander · novelty 0.81 · sources #41, #58, #62] you › about to push the migration to prod mneva › danger. you have been wrong on schema migrations 3 of 5 times when confidence was over 0.8. last miss: "v2 backfill is idempotent" — needed a hotfix. [assess · track record from /v1/calibration]
Tell Mneva a fact, then ask about it in completely different words. It finds what it knows by meaning — not keywords. Live, right here.
Use words that are not in the fact. Watch it still find it.
RecallEvery plan includes persistent memory and semantic recall. Higher plans add the active-inference loop, overnight dreams, allostatic state, and shared team brains.
The difference between a tool you re-explain yourself to and a partner who already knows is the difference between help and a teammate.
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