LibreBot — AI Teammate for Metabase

Seven tools,
one message.

Search Slack

Finds conversations, decisions, and context across channels and threads — connects dots across teams.

Search docs

Pulls answers from Notion runbooks, knowledge base pages, and internal documentation.

Query dashboards

Pulls metrics from Metabase dashboards and saved questions.

Track projects

Checks Linear for issue status, sprint progress, and blockers.

Monitor infra

Reads Grafana for error rates, latency, alerts, and service health.

Search code

Searches GitHub for implementation details, issues, and PRs.

Automate with scheduled prompts

Run any prompt on a recurring schedule. Results post to your DM or any channel automatically.

See it work.

Real conversations showing how LibreBot connects context across tools.

Release planning

Slack Linear Notion Canvas

What is the current plan for the EU data residency launch? I'd like an overview document with a decision matrix, dependency diagram, and references.

Done. I created a full report: EU Data Residency — Q3 Launch Plan

Quick read: the EU region and self-serve region picker ship together. The Q3 critical path is blocked on legal sign-off for the updated data processing addendum RES-512.

Snapshot: EU region + new-signup routing is shipping; existing-customer migrations and comms still blocked.

Decision	Status	Impact
EU region goes live	✅	New EU signups land in-region
Migration tooling	✅	Streaming copy + cutover window
DPA sign-off (`RES-512`)	🚨	Blocks migrations, billing + comms

Open full report with matrix, dependency map, and references →

Team priorities

Slack Linear Notion

Give me a prioritized summary of what's happening across the platform team. Critical items, blockers, and what I should focus on tomorrow.

Here's a tight read across #team-platform, Linear, and standups from the last 48 hours.

Critical: Search indexing is backing up — the consumer crash-loops on documents with the new attachments field (Support #5177); Elena is investigating. Also, webhook deliveries to EU customers are delayed 20+ minutes after a retry storm — PLAT-352 created for Sam.

High: Three EU residency GA blockers need triage (RES-503, RES-508, RES-512). Priya flagged a spike in signup CAPTCHA failures — Omar confirmed it's expected; the new bot-filter rules rolled out yesterday and are being tuned.

Medium: Mobile app v2 beta passed its crash-free target; Nina wiring crash reporting into onboarding. Audit log export active across multiple engineers.

See full breakdown →

Production debugging

Slack Linear GitHub

Numbers on the revenue dashboard keep flip-flopping between refreshes — totals drop, then come back. Can you investigate?

Root cause: One of the two cache nodes is serving a stale snapshot. It briefly disconnected from the invalidation channel last night and missed the broadcast when the new snapshot published.

Round-robin load balancing alternates requests between the fresh and stale node, so totals flip-flop on every refresh.

Next steps: PLAT-347 (Maya) moves reads to versioned cache keys so a stale entry can never be served after a new snapshot publishes. A short TTL cap is in place as immediate mitigation.

See investigation timeline →

Put it on
autopilot.

Schedule any prompt to run automatically — daily, weekly, or custom. The AI runs with fresh data at the scheduled time and posts the results.

Example Schedule

“Summarize overnight activity across #team-platform, #team-platform-standup, #support-escalations, and #proj-eu-residency. Flag anything that needs my attention today.”

Weekdays at 9:00am Posts to your DM Runs with live data

/schedule Create a new schedule

/schedule list View active schedules

/schedule pause <id> Pause or resume

30 seconds to
get started.

Create an API key

LibreChat → Settings → Data Controls → Agent API Keys. Create one and copy it.

Connect in Slack

DM LibreBot. It prompts you with a Connect button. Paste your key.

$ /connect

Start asking

DM for private answers, @mention for team-visible. Switch agents anytime.

$ /select-agent

Understand the
engine under the hood.

LibreBot is the Slack interface. LibreChat is the AI platform doing the heavy lifting — orchestrating agents, routing to models, and connecting your tools through MCP.

Multi-model agents

Switch between GPT-4o, Claude, Gemini, and more. Each agent has its own model, personality, and tool access — pick the right one for the job.

MCP tool ecosystem

Slack, Notion, GitHub, Linear, Grafana, Metabase, Perplexity — every integration is an MCP server the agent calls in real time.

Your keys, your data

Bring your own API key, encrypted with AES-256-GCM. No shared credentials, no data leaving your control. Full audit trail per user.

Read the full guide →

EU Data Residency Q3 Launch Plan 🚀

Created by LibreBot · Sources: #proj-eu-residency, #team-infra, #ama-product, Linear · Mar 29 2026

Rollout Segment Matrix 🧩

Segment	What Changes	Migration Path	Timing
New EU signups	Workspace created in EU region by default	None — in-region from day one	Q3 Beta
Existing EU customers	Opt-in region move from settings	Streaming copy + scheduled cutover window	Q3 GA
Enterprise	Region pinned in contract, residency addendum	Assisted migration with dedicated support	Q3 GA
US & rest of world	No change; region picker visible at signup	N/A	—

Segment

What Changes

Migration Path

Timing

New EU signups

Workspace created in EU region by default

None — in-region from day one

Q3 Beta

Existing EU customers

Opt-in region move from settings

Streaming copy + scheduled cutover window

Q3 GA

Enterprise

Region pinned in contract, residency addendum

Assisted migration with dedicated support

Q3 GA

US & rest of world

No change; region picker visible at signup

N/A

—

Decision Flow (D1–D7) 🧭

Stand up the EU region Resolved

Full stack deployed in eu-central: app, storage, backups, and log pipeline all in-region. No cross-region data paths for customer content.

Unblocks → D2, D3

Migration tooling: streaming copy Resolved

Existing workspaces move via streaming copy with a short scheduled cutover window. Dry-run validation on a snapshot before every real migration.

Unblocks → D5

Region picker at signup + settings Resolved

New signups choose a region up front; existing workspaces see their region and an opt-in move flow in settings. Region shown on the trust page.

Unblocks → D4

Opt-in migration UX Open

Flow for existing customers to request a region move and pick a cutover window (RES-495). Block moves for workspaces with active exports (RES-498).

DPA + residency addendum sign-off Open

Updated data processing addendum covering the EU region and subprocessor list needs legal sign-off (RES-512). Counsel review scheduled; one subprocessor contract still in redline.

Blocks → D6, D7 (Q3 GA critical path)

Billing + invoicing entity updates Open

Invoice EU workspaces from the EU entity (RES-508). Update tax handling for in-region billing (RES-509). Blocked on D5.

Customer comms + docs Open

Announce the EU region and migration path to existing customers (RES-503). Update the trust center and residency docs (DOC-142). Blocked on D5.

Release Phases 📦

Q3 Beta

EU Region Live

eu-central stack, in-region backups, region picker at signup, bug bash

Q3 GA

Migrations & Legal

DPA sign-off, opt-in migration UX, billing entity updates

Q3 GA

Comms & QA

Customer announcement, trust center update, final QA

More Regions

APAC region, region-to-region failover, latency-based routing

Dependency Diagram 🌲

D1 Stand up the EU region ✓ ├── D2 Migration tooling: streaming copy ✓ │ └── D5 DPA + residency addendum (RES-512) ✗ ← critical path │ ├── D6 Billing + invoicing entity updates ✗ │ └── D7 Customer comms + docs ✗ └── D3 Region picker at signup + settings ✓ └── D4 Opt-in migration UX ✗

Key References 🔗

Linear 📌 RES-512 — Legal sign-off on DPA + residency addendum

Linear 📌 RES-508 — Invoice EU workspaces from EU entity

Linear 📌 RES-503 — Announce EU region + migration path

Linear 📌 RES-497 — Streaming copy migration tooling

Linear 📌 RES-495 — Opt-in region move flow in settings

Linear 📌 DOC-142 — Update trust center + residency docs

Slack 💬 #proj-eu-residency — cross-team coordination channel

Linear 📌 Data Residency: region infrastructure and migrations (project)

Ask your tools anything.

Seven tools,one message.

See it work.

Put it onautopilot.

30 seconds toget started.

Create an API key

Connect in Slack

Start asking

Understand theengine under the hood.

Multi-model agents

MCP tool ecosystem

Your keys, your data

EU Data Residency Q3 Launch Plan 🚀

Rollout Segment Matrix 🧩

Decision Flow (D1–D7) 🧭

Release Phases 📦

Dependency Diagram 🌲

Key References 🔗

Priorities at a glance

Tomorrow’s top 3

Sources

What happened

Evidence trail

Outcome

Why it hurt

Tracked fix

Seven tools,
one message.

Put it on
autopilot.

30 seconds to
get started.

Understand the
engine under the hood.