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Private BetaMCP-native · Built with Claude

Novix Flow connects ClickHouse, Linear and your codebase to Claude. Today, in private beta, it turns error spikes into triaged Linear issues with a root-cause analysis and a proposed patch. Next: a fully autonomous agent that verifies every fix before you see it.

Watch an incident get resolved
novix-flow — incident INC-4821
Interactive demo
How it works today

From error spike to a ready-to-review fix, inside Claude.

The private beta runs as an MCP server connected to Claude Desktop or Claude Code. Claude does the reasoning; Novix provides the tools, the context and the workflow.

  1. 01

    Detect

    Claude queries your ClickHouse error tables through the Novix MCP server and finds the spike.

    Available in Beta
  2. 02

    Contextualize

    Related Linear issues and the relevant source files are pulled into the conversation.

    Available in Beta
  3. 03

    Reason

    The triage-incident prompt guides Claude to a root-cause hypothesis and a proposed patch.

    Available in Beta
  4. 04

    Write back

    The Linear issue is created or updated with the root cause and the patch, ready for review.

    Available in Beta
Platform

Built for the incident loop — today and next.

Every capability is labeled with its real status, so you always know what ships in the beta and what's on the way.

tool · query_clickhouse_errors
tool · get_linear_context
tool · read_repo_files
tool · update_linear_issue
prompt · triage-incident
Available in Beta

Native Model Context Protocol

Novix ships as an MCP server: tools for ClickHouse, Linear and your repo, plus a guided triage prompt. Claude does the reasoning inside the client you already use.

Claude Haikutriage every spike
Claude Sonnetmulti-file synthesis
In Development

Hybrid model routing

Haiku triages every spike in milliseconds; only complex, multi-file cases escalate to Sonnet.

repo.ast · warm
cache_control: ephemeral
In Development

Prompt-cached repo context

Your repository's structure stays warm in Claude's prompt cache for fast, cheap repeated analysis.

auth.refresh.spec
session.concurrency.spec
token.rotation.spec
login.e2e.spec
In Development

Verified patches

Every patch runs your test suite in an isolated sandbox before a human reviews it.

orchestr.
logstracesdeploysdeps
Planned

Multi-agent response

Parallel investigators for logs, traces, deploys and dependencies, coordinated by an orchestrator.

deploy a41f9c2 → spike +38s
Planned

Deploy correlation

Every spike linked to the exact commit or deploy that caused it, with a one-click rollback proposal.

Architecture

One protocol between your telemetry and Claude.

Solid paths run in the beta today. Dashed paths are the autonomous agent we're building next.

ClickHouse
error telemetry
Linear
issue context
Novix MCP server
tools + prompts
Claude
Desktop / Code (beta)
Agent mode
Haiku → Sonnet
Sandbox
test verification
GitHub PR
with root cause
Available in Beta In Development
Novix Cloud preview

The incident command center we're building.

A look at the planned hosted dashboard: live incidents, resolution trends and model routing in one place.

PlannedDemo data

Live incidents

Demo data

MTTR · last 30 days

36m−75% / 30d

Model routing

  • Claude Haiku
    82% · fast triage
  • Claude Sonnet
    18% · multi-file synthesis
What we're building toward

Design targets for Novix Flow.

−0%
Mean time to resolution
vs. manual triage
0%
Patches test-verified
before human review
~0%
Lower token cost
prompt caching vs. uncached context

Design targets, not measured results. We'll publish benchmark numbers as the beta matures.

Built on Claude

Designed around Claude, end to end.

Fast, cheap triage on Claude Haiku for every spike. Deep, multi-file reasoning on Claude Sonnet only when it matters. Repository context kept warm with prompt caching, and every integration speaking MCP.

Projected usage per teamassumptions shown
StepModelTokens / incident
Triage of each spikeHaiku~20k in / ~1k out
Root cause + patchSonnet~150k in (cached) / ~8k out
~0M
Haiku tokens / team / month
~0M
Sonnet input tokens / team / month

Assumes 50 incidents/day per mid-size team (~1,500/month). Projection based on design assumptions, not measured usage.

Roadmap

Beta today. Autonomous tomorrow.

Full roadmap
NowAvailable in Beta

Private Beta

  • MCP server for ClickHouse, Linear, repo
  • Guided triage prompt
  • Linear write-back
  • Local-first
NextIn Development

Autonomous Agent

  • Haiku → Sonnet routing
  • Prompt-cached repo context
  • Sandbox-verified patches
  • GitHub PR automation
LaterPlanned

Novix Cloud

  • Incident Command Dashboard
  • Multi-agent response
  • Deploy correlation
  • Enterprise & SOC 2 program

Join the private beta.

We onboard engineering teams running ClickHouse and Linear in small batches, with a 30-minute setup call and a direct line to the founder.

Questions? [email protected]