An engineering brain that never forgets
new hire who knows nothing about your team.Every AI coding tool starts from zero. Mneme gives them your team's institutional knowledge — architecture decisions, past mistakes, tribal context — so they stop repeating history.
84%
of devs use AI coding tools
33%
actually trust the output
1.7×
more issues in AI-generated code
forgets.Not every signal matters equally. Mneme organizes knowledge into tiers — recent context stays hot, recurring patterns become permanent, and noise fades away.
Active context from today's work. PRs, conversations, and incidents happening right now.
PR #847 → OrderItems
3 comments · CI green
waiting on reviewDecays in 48h unless reinforced
Recent patterns and decisions. Sprint-level context your team references daily.
Checkout refactor
→ service layer
3 PRs · 2 authorsDecays in 30d unless pattern repeats
Established patterns and recurring issues. The knowledge that saves your team hours every week.
N+1 in OrderItems
flagged 5× · 3 authors
last seen 2d agoStays if pattern confirmed 3+ times
Architecture decisions, trade-off rationale, and hard-won lessons. The knowledge that defines how your team builds — and why.
Stripe via svc layer
after incident #312
2d rollback costNever decays — team-verified truth
Memory powers everything — from proactive alerts to contextual reviews.
Sentry error rate spike
/api/orders: +340% in the last hour
Correlated to PR #847 by @alex
merged 2h ago · 3 affected flows
Proactive alerts
Correlates Sentry errors to recent PRs and alerts your team in Slack — before anyone files a bug.
Field · Depth
N+1 query in OrderItems
3 occurrences · 30 days · 2 authors
Memory strength
Core
Authors
@alex, @sam
PRs
#142, #187, #203
Auto-flagged in future PRs touching OrderItems
Memory that learns
Recurring patterns get promoted to core memories. One-offs decay. The system gets smarter with every PR.
Focus
why is checkout slow?
p95 for /api/checkout: 890ms
↑ 2.3× since PR #812 · merged 3d ago
8K req/day · @alex authored
Proactive context
When your team asks questions, Mneme answers with data — correlated to the exact PR that caused it.
Field · Depth
Configure & see
Scroll to activate each module in your config. Watch the PR comment build in real time.
Configure & see
Tap to activate each module. Watch the PR comment build.
Stateless tools vs. Mneme.Every AI tool on your team starts from zero. Mneme gives them memory.
| Stateless AI tools | With Mneme | |
|---|---|---|
| Context window | Current file + prompt | Full team history, prioritized by relevance |
| Past mistakes | Repeats them every time | Flagged before they happen again |
| Architecture decisions | Unknown unless in prompt | Core memory — always available |
| Cross-team knowledge | Siloed per developer | Shared across every tool and teammate |
| Learning | Resets every session | Compounds over time — gets smarter |
| Past trade-offs | Lost when people leave | Why it was built this way — and what would break |
| Onboarding | Manual context for every tool | Instant — every tool inherits the brain |
Where this goes
Every team in every org loses institutional knowledge the same way. The same memory layer that makes a junior engineer dangerous on day one can make an analyst reason like a VP.
Without Mneme
A new analyst spends 3 months learning why the team passed on deals that looked good on paper.
With Mneme
Day one, they see every past decision, the constraints that drove it, and the outcomes that followed.
Passed on Acme Series B — unit economics didn't hold at 2x ARR, confirmed 6mo later
Without Mneme
A PM ships a feature that was already tried and killed 18 months ago — for reasons nobody documented.
With Mneme
Before the spec is written, they see the prior attempt, the user research, and why it was shelved.
In-app marketplace explored Q2 '24 — killed after user research showed 12% adoption ceiling
Without Mneme
A team lead makes a vendor decision without knowing the last vendor was fired for the same promise.
With Mneme
Every vendor evaluation, contract outcome, and post-mortem surfaces automatically.
Switched from VendorX to VendorY in Q3 '24 — VendorX missed 3 SLAs, cost us 2 sprint cycles
Mneme is in private beta. Join the waitlist to give your AI tools the context they've been missing.
Mneme Analysis
refactor: extract order validation logic
Lens · 3/3 flows passed
login → add-to-cart → checkout
Scope · 4 modules affected
OrderService → Cart, Checkout, Invoice, Reports
Depth · Hot path
/api/orders · 12K req/day · p95 340ms
Focus · Recurring pattern
N+1 in OrderItems — 3× in 30 days
Prism · Medium risk
Routed to @senior-backend
Mneme Analysis
fix: cart drawer not closing on mobile
Lens · 3/3 flows passed
mobile-nav → cart-open → cart-close
Scope · 2 components affected
CartDrawer → CartSummary, MobileCart
Depth · Low-traffic component
CartDrawer · 2.1K renders/day · mobile-heavy
Focus · History note
Last change to CartDrawer caused mobile regression (PR #721)
Prism · Low risk
Routed to @frontend-lead via CODEOWNERS
Mneme Analysis
migration: add index to users.email_verified
Lens · 1/3 flows failed
checkout timed out after 30s during migration lock
Scope · 6 downstream services
Auth, Billing, Notifications, Analytics, Admin, API Gateway
Depth · High-traffic table
users · 45K queries/day · p95 120ms
Focus · Migration pattern
2 lock timeouts on users table in last 60 days
Prism · High risk
Routed to @dba-team + @backend-lead
Mneme Analysis
refactor: extract order validation logic
Lens · 3/3 flows passed
login → add-to-cart → checkout
Scope · 4 modules affected
OrderService → Cart, Checkout, Invoice, Reports
Depth · Hot path
/api/orders · 12K req/day · p95 340ms
Focus · Recurring pattern
N+1 in OrderItems — 3× in 30 days
Prism · Medium risk
Routed to @senior-backend