A platform engineer in a worn hoodie watching event dashboards across several ageing monitors in a dim operations bay.

CEDX Events · Platform

Every stream, measured.
Every lag, owned.

Eighty active streams moving 24.8K events a second in the demo estate, with the numbers stream tooling usually rounds away: p95 consumer lag at 4.2 seconds, schema compatibility at 94%, and 1,842 dead letters grouped into 118 open queues.

The Live screen prints its own caveat: deterministic demo series — not live push. A console that labels its own demo data is one you can trust with the real thing.

events.cedxsystems.com — live build
CEDX Events overview: ingest rate, delivered rate, p95 lag, schema health, dead letters, pipeline health and the highest-lag streams.

Runs on demo data — the header says demo seed, and the Live screen says the series is deterministic. Aether Production is the software's demo workspace.

80 active streams of 84 registered17 of them degraded right now
4.2s p95 consumer lagwith the worst streams named at 10.5s
1,842 dead letters118 open DLQ groups, zero SLA-breach consumers

What it is

Three views a stream platform owes you.

Live, and honest about what live means

The Live screen rolls at 112K events a second with the hottest streams ranked — commerce.cart at 6.1K, checkout at 4.2K — and a recent-samples tail that says demo tail, not a warehouse on the screen. The caveat is printed where you cannot miss it.

  • Ingest now: 112K/s rolling
  • Success rate 96.4%, delivered against ingest
  • Recent samples with event names and byte sizes
events — screen-3
Live, and honest about what live means

Volume by domain, capacity by week

Volumes breaks 30 days of ingest into the domains that produced it: commerce at 9.2M events, identity at 4.1M, catalog at 2.8M — down to system at 680K. Bytes per day and peak eps per stream are on the same screen, so capacity talk starts from evidence.

  • 5,610.3M bytes a day, approximated on screen
  • Peak 9.2K eps on any single stream
  • Domain filter chips: commerce, identity, catalog and more
events — screen-4
Volume by domain, capacity by week

Health that includes the bad news

Pipeline health reads 91 and counts its own deductions: 14 schema violations, 118 open DLQ groups, degraded 17 of 80 streams. The highest-lag table names commerce.refunds at 10.5 seconds — the stream that needs attention is not hidden in an average.

  • Schema health 94% compatibility pass
  • 24 streams exposed to agents, 14 of them governed
  • Lag, schema and DLQ alerts arrive root-caused
events — overview
Health that includes the bad news

Product tour

Three screens, captured from the running build.

Not a mockup and not a concept deck. This is what opens at /app/events.

events.cedxsystems.com
CEDX Events Overview screen.CEDX Events Live screen.CEDX Events Volumes screen.

01 — Overview

The pipeline, with its scars showing

Ingest at 24.8K a second against 23.9K delivered, a 96.4% success rate, and the annotations on the chart are events a team would remember: schema enforce turned on, a mobile SDK version, a fan-out lag spike. The health ring counts violations and dead letters, not just uptime.

  • Dead letters: 1,842, grouped into 118 open queues
  • Streams exposed to agents: 24, of which 14 governed
  • Highest-lag streams named with their p95 ages

02 — Live

The firehose, labelled as a demo

A rolling bar a second, hottest streams with sparklines, and a samples table where a Cart Updated event at 412 bytes sits next to a Payment Authorized at 510. The screen tells you itself: deterministic demo series — not live push; use Streams for partition lag.

  • Peak of 343/s on the seeded 30-sample series
  • Catalog capacity 122K/s across all streams
  • Eight recent samples with time, stream, event, bytes

03 — Volumes

Where the bytes actually come from

Thirty days of ingest split by domain, a weekly capacity projection against baseline, and the stream table underneath with eps and peak per row. Commerce dominates at 9.2M events; the long tail is visible too.

  • 80 streams listed with eps and peak
  • Global throughput, ingest versus prior
  • CSV on the filtered stream view

Who runs it

Three roles keep the pipeline honest.

Roles, not references. We have no named customers yet, so nobody in these photographs is quoted, credited or claimed as one.

Platform engineering

Owns the lag board: 17 degraded streams, the 10.5-second refund stream at the top of the p95 list, and the 118 open dead-letter queues.

open DLQ · 118

Data governance

Owns schema health — 94% compatibility, 14 violations — and the 24 streams exposed to agents, of which only 14 are governed. The gap is their queue.

schema violations · 14

On-call

Owns the alerts: lag, schema and DLQ arrive root-caused, so the 2am page names the stream, not the symptom.

p95 lag · 4.2s

The shape of it

What the demo workspace actually looks like.

Every figure below is legible in the captures above. Nothing here is a projection of your estate — it is the state of the demo data, which the product itself labels as seeded.

80active streamsof 84 registered · 17 degraded
24.8K/singest rate23.9K/s delivered · 96.4%
1,842dead letters118 open DLQ groups
94%schema healthcompatibility pass · 14 violations
Thirty days of events, by domainvolume share, legible on the Volumes screen
  • Commerce9.2M
  • Identity4.1M
  • Catalog2.8M
  • Fulfilment1.9M
  • Marketing1.24M
  • System680K
Delivery success23.9K/s delivered of 24.8K/s ingested
  • Delivered · 96.4%
  • The rest — lag and the 118 DLQ groups
Pipeline healthschema + lag + DLQ, scored on screen
91
  • Healthy · score 91 of 100
  • Degraded streams · 17 of 80

How it runs

An event's life, in the order it actually happens.

01

Publish

A producer writes to a stream — one of 80 active, owned by a domain, with its schema registered.

02

Check

Schema compatibility is enforced: 94% pass, and the 14 violations are a list with owners, not a log mystery.

03

Deliver

Consumers read at their own pace; lag is measured as consumer age, p95 at 4.2 seconds across the estate.

04

Quarantine

What cannot be delivered lands in a dead letter queue — 1,842 events across 118 groups, each group a fixable work item.

One record

The nervous system the
estate already runs on.

Events is how the other products hear about each other — the streams carry what the rest of the estate does.

All 132 applications

Limits

What Events does not do yet.

Finding this out on the third call is worse for you than reading it here, and worse for us.

Start

Open it before you talk to anyone.

Pilot

Your streams, your schemas

  • Everything in Try
  • Stream-inventory plan
  • Schema-governance workshop
  • Estate map
Talk to sales

Estate

Events with the rest of it

  • Events with Workflow, Sync and Agents
  • One stream, one bill
  • CEDX delivery
Book an estate map

Questions

Before you pilot Events.

Is the software on this page real?

Yes. Every screenshot is a capture of the running build and you can open the same build at /app/events. The demo data labels itself: the Live screen prints deterministic demo series — not live push where you can read it.

How is lag measured?

As consumer age, with the p95 across the estate on the Overview header — 4.2 seconds in the demo — and the worst streams named individually: commerce.refunds at 10.5 seconds leads the highest-lag table.

What happens to events that cannot be delivered?

They land in dead letter queues, counted on the header (1,842) and grouped for work (118 open groups). The pipeline health ring deducts for them, so a growing DLQ is a visible score change, not a silent log.

What does schema health mean?

Compatibility of the events against their registered schemas — 94% pass in the demo estate, with 14 violations listed. The chart annotations show when enforcement was switched on, because that is when the number starts meaning something.

What are streams exposed to agents?

Streams made readable to AI agents as context — 24 in the demo estate. The governed subset (14) is the one with access rules attached; the console counts both, because the difference matters.

Is Events audited or certified?

No certification has been issued. What we can evidence about hosting, encryption, tenant isolation and production access is written up on the security page.

The console is running. Go and look at it.

Live build, demo data, no card. Then ask what your own p95 consumer lag is right now — and who knows it.