Fluidify Regen
The first tool as a part of AI SRE Suite
Agentic Reliability Native open source on-call management with Adaptive Learning Curve
What is FluidifyAI
Agentic Reliability Suite?
A suite of AI-native tools built to cover every layer of reliability — from on-call to root cause to autonomous remediation.
Regen
OSS · On-call Management
Self-hosted incident management with AI triage, escalation policies, and Grafana OnCall migration in one step.
Neuri
Depth-first RCA Engine
Autonomous root cause analysis that traverses your entire stack — logs, metrics, traces — before you context-switch.
Gills
Conversational Reliability Engine
Natural language interface for your observability stack. Ask questions, get answers, trigger runbooks.
Reflex
Intelligent Workflow Engine
Adaptive runbooks that learn from past incidents and auto-execute remediation steps with human-in-the-loop controls.
On-call and incident management, without the per seat tax
Everything Grafana OnCall had plus an AI agent that investigates before you wake up
On-call schedules & rotations
Layer-based schedule model, shift types, override support. Import from Grafana OnCall in one step.
Escalation policies
Multi-step escalation paths with configurable timeouts. Pages the right person, every time.
Slack & Teams native
Incidents live in your existing channels. Dedicated incident channels, bot commands, status updates.
AI triage agent
Calls your observability stack through MCP: Datadog, Kubernetes, GitHub, before your phone rings.
Incident timeline
Immutable, agent-and-human timeline for every incident. Full audit trail from alert to resolution.
AI BYOK
Bring your own OpenAI or Anthropic key. AI features run under your credentials, zero incident data leaves your infrastructure.
Post mortem & handoff digest
Timeline auto-drafts the post-mortem the moment an incident closes. Handoff digest catches the incoming on-call up in seconds.
Slack pre-investigation
Before paging anyone, the agent scans channel history and past incident timelines for correlated failures, surfacing patterns humans miss.
Watch an incident resolve itself
From alert to post-mortem in minutes, not hours
Regen's AI agent triages, coordinates, and closes the loop
so your team stays focused
SEV1 · INC-7451
Checkout Service Cascade
Alert fires
Datadog detects p99 latency >2,400ms
AI triages
Root cause: missing DB index blocking connection pool
Team coordinated
Circuit breaker enabled, pool scaled 200→800
Resolved in 12 min
Post-mortem auto-drafted, index queued
< 30s
Time to detect
12 min
Time to resolve
auto
Post-mortem
Checkout Service Cascade — Payment Processor Timeout
AI agent analyzing alert…
Timeline
< 30s
Mean time to detect
automated alerting
12 min
Mean time to resolve
AI-assisted triage
auto
Post-mortem generated
zero manual effort
Built to run without babysitting
Numbers from a validated HA stack (Patroni + HAProxy + Redis Sentinel). Chaos tests and methodology are in the repo.
Reliability
Security
From the blog
Incident management insights
PagerDuty vs Opsgenie in 2026: A Brutally Honest Comparison
PagerDuty and Opsgenie dominate the on-call market — but at $30–50 per user, the bill adds up fast. Here's a no-fluff breakdown of how they actually compare in 2026, and whether either is still worth it.
The Best Observe AI SRE Alternatives in 2026: An Honest Breakdown
Observe AI SRE promises intelligent incident response — but it's built on top of Observe's data platform, which means you're locked into their stack and their pricing. Here's what else is worth considering in 2026.
Beyond Datadog Bits AI: The Best AI SRE Alternatives in 2026
Datadog Bits AI is powerful — if you're already all-in on Datadog and happy with the bill. For everyone else, here's an honest look at the AI SRE tools worth considering in 2026.
Start using Fluidify today
Deploy Regen in minutes. Let AI handle the noise so your team can focus on building.
Deploy in under 5 minutes. · AGPLv3 · Self-hosted on your infra