Built for Engineering Teams

Your whole team
shares one Brain.

Your senior dev fixes the Docker timeout bug every sprint. Your junior devs hit the same wall 3 months later.

Cachly Team Brain: everyone learns from everyone.

Team €99/mo · Business €299/mo · Enterprise custom · Billed separately from cache tier

Does this sound familiar?

🔁

Same bug, different sprint

Your senior dev solves the Docker SSH timeout on Monday. A junior hits the same wall on Thursday. Two lost hours. Same fix.

🧠

Knowledge walks out the door

When a developer leaves, their mental model of your stack disappears. Undocumented gotchas, deploy quirks, env var secrets — gone.

📋

Runbooks nobody reads

You write the doc. It's outdated in 6 weeks. Nobody finds it anyway. The knowledge lives in DMs and lost Slack threads.

How Team Brain works

Every developer on your team shares the same cache instance as a Brain. Lessons are visible to everyone. The whole team gets smarter together.

🧬

Team Brain Synthesis

When 3 developers store the same lesson with slightly different details, Brain proposes the canonical merged version. "Here's what the team collectively knows."

🔗

Causal Chain Learning

Not just "X works" — "X works BECAUSE Y". When Node upgrades, Brain flags all lessons that depend on it as needs-review.

🏺

Brain Archaeology

"What did we know about deployments 3 months ago?" Scroll through knowledge states over time. Understand WHY old decisions were made.

⚠️

"I Was Wrong" Protocol

When something fails and a lesson would have prevented it, Brain surfaces it automatically: 'Lesson deploy:api would have caught this.'

📌

Never Google This Again

After the 3rd recall of the same lesson: 'Your team has looked this up 3 times. Pin it for instant access.' Permanent snippet reference.

📊

Org-wide Billing Dashboard

One invoice for the whole team. Seat usage, plan upgrades, and billing managed by any admin. No per-seat invoicing chaos.

One shared instance. Everyone benefits.

# .mcp.json — same instance_id for the whole team
{
  "cachly": {
    "env": {
      "CACHLY_INSTANCE_ID": "YOUR-SHARED-TEAM-INSTANCE"
    }
  }
}

# Alice solves a bug, stores the lesson:
learn_from_attempts(
  instance_id = "YOUR-SHARED-TEAM-INSTANCE",
  topic       = "deploy:k8s-timeout",
  outcome     = "success",
  what_worked = "Increase readinessProbe.failureThreshold to 10",
  author      = "alice"
)

# Bob starts a session the next day:
session_start(instance_id = "YOUR-SHARED-TEAM-INSTANCE")
# → "💡 alice solved deploy:k8s-timeout 1d ago: Increase readinessProbe..."
# Bob never hits the same wall.

Set up in 4 steps

1

Create an org

Name your team. Takes 30 seconds.

2

Invite your team

Send invite links by email. Everyone joins the shared Brain.

3

Brain learns from everyone

Every learn_from_attempts call is visible to the whole team. Collective memory, instant recall.

4

No more repeated bugs

session_start surfaces relevant team lessons before every coding session. The whole team gets smarter together.

Team Plans

Billed separately from your cache tier. A 5-person team on Pro (€49) + Team Org (€99) = €148/mo total.

Switch plans anytime. No setup fee. No minimum term.

Team

€99/mo
10 seats
  • Shared cache instances
  • Member invites + roles
  • Team AI Brain
  • Shared billing dashboard
  • AVV/DPA included
Most Popular

Business

€299/mo
50 seats
  • Everything in Team
  • SSO / SAML
  • Audit logs
  • Org-wide admin roles
  • Priority support
  • 99.9% SLA

Enterprise

Custom
Unlimited
  • Everything in Business
  • Dedicated CSM
  • Custom SLA
  • Air-gapped / self-hosted
  • Custom contracts
  • Invoice billing
Contact Sales

Stop repeating the same bugs.

One shared Brain. Every developer gets smarter every day. Start free — create a team later.

Free plan available · No credit card required · Team €99/mo when ready