CEDX 2026 Security Release: Zero-trust PAM access, real-time SIEM, endpoint posture, and cryptographic secret vault Explore the CEDX Browser architecture ->
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IT MANAGEMENT & SECURITY CEDX Browser
Overview Runs Scripts Workflow & Tour Operators TCO Model 14-Day Sandbox Live build ↗
IT MANAGEMENT & SECURITY CEDX Browser · IT & Security · browser.cedxsystems.com

The test is not flaky. The flake has a score.

CEDX Browser runs your specs across real browser fleets (desktop Chrome and Edge, WebKit mobile, headless bulk) and scores every script for flake, so a red run means the product broke, not the harness.

Open live CEDX Browser -> Inspect 4-screen build tour
62.8% pass rate 5.0m p95 run duration 12 high-flake specs Zero-ETL Shared Postgres Record
CEDX Browser Enterprise Architecture Briefing
CEDX Browser · 62.8% pass rate

"We started with one application to fix our most painful bottleneck, and added five more modules on the same login with..."

Arjun Patel · SVP of Global Operations · Keystone Logistics · 0.01s Canonical Sync
CEDX Browser reads and writes the exact same canonical Postgres record as CEDX Endpoint, CEDX Network, and CEDX Inventory IT with zero third-party webhooks.
🔒 https://browser.cedxsystems.com/workspace/live
CEDX Browser · Overview (The lab's week on one screen)
browser.cedxsystems.com · 01 Overview · Live Canonical Dataset
● Overview Active · 0.011s Sync Open /app/browser ↗
PASS RATE
62.8%
201 of 320 runs in the sample
P95 RUN DURATION
5.0m
the hard cap timeouts hit
HIGH-FLAKE SPECS
12
score ≥55 · 3 quarantined
SESSION COST, SAMPLE
$256.46
96 sessions · 3,402 minutes
Security Control / Asset ID Principal / Endpoint Scope SOC Owner & Policy Telemetry / Grant Age Enforcement Action Posture Score
PAM Just-in-Time Grant #481CEDX Browser · Record #1040 Prod DB Read · Exp in 45m SecOps Auto-Reaper 64 Stale Grants Revoked ● Zero Standing Privilege 99.4 / 100
SIEM Correlation Rule #109CEDX Browser · Record #1041 2.4M Events -> 12 Actionable CISO Incident Pod 0.3s Detection Latency ● Session Quarantined 100% Audited
Fleet Endpoint Posture · 344 Mac/WinCEDX Browser · Record #1042 FileVault + Crowd/EDR + Patch v26 IT Security Ops 342 Compliant · 2 Quarantined ● Auto-Patch Scheduled 99.1 / 100
Vault Secret Rotation EngineCEDX Browser · Record #1043 184 Production Keys & Certs Platform Crypto Bus Max Secret Age: 14 Days ● Zero Plaintext Env Vars FIPS Verified
✦ CEDX Browser Copilot · PAM Just-in-Time Grant #481
Overview Verified
Pass rate 62.8%, p95 duration 5.0 minutes, $4.0K fleet spend month-to-date at demo scale. The root-caused alerts do the triage: a WebKit mobile p95 up 48 seconds against baseline, 14 concurrent sessions pushing the plan's slot limit on the nightly.
CEDX Browser operator workspace in natural daylight
FIELD DOCUMENTARY · IT MANAGEMENT & SECURITY

48 specs with a flake score each

checkout.hold.spec passes 72% of the time with a flake score of 88 across three browsers. The lab calls it a quarantine candidate on its own Overview, before your team wastes a morning on it.

CAMERA: CANON EOS R5 · 35MM F/1.4 · NATURAL DAYLIGHT ESTATE ROUTE: /APP/BROWSER
CORE CAPABILITIES · CEDX BROWSER

Three architectural jobs CEDX Browser gets right on one record.

Every capability below runs against the shared CEDX Postgres database with zero external sync queues or reconciliation lag.

01 · IT MANAGEMENT & SECURITY FOUNDATION

48 specs with a flake score each

The script table carries suite, pass rate, flake score, runs and heals: checkout.hold.spec at 72% pass and flake 88 is failing; wms.bridge.spec at 96% with flake 47 is the healthy end. Three specs sit quarantined: auto-skipped, not deleted.

✓ Suites: checkout, payments, auth, inventory, edgeVerified
✓ Runs in 14 days and heals in 7 per scriptVerified
✓ Failing, quarantined, active and draft statesVerified
02 · LIVE EXECUTION

Every run, browser and outcome

The run table names the browser per run (Chrome 125, WebKit 16, Edge 126, Firefox 127, headless) with duration, flake and status: a loyalty spec timing out at the 5-minute hard cap, a checkout spec failing in 2.2 minutes with flake 88.

Every run, browser and outcome
CEDX Browser Live Telemetry ● 62.8% pass rate
03 · DETERMINISTIC GOVERNANCE

Sessions, minutes and dollars

96 sessions in the sample: 39 live, 3,402 billable minutes, $256.46 across the sample, 14 disconnects. Cost per session is on the row: a 90-minute Android session at $7.20, a headless Linux run at $3.44.

✓ Fleets: chrome-desk, edge-corp, headless-bulk, webkit-mobileActive
✓ Idle, live, error and high-cost as chipsActive
✓ OS per session: Android, iOS, macOS, Linux, WindowsActive
04 · VERIFIED DEMO DATASET METRICS

What the live CEDX Browser build looks like when you open /app/browser.

Every figure below is directly inspectable in the running CEDX Browser application workspace with zero synthetic projections.

PASS RATE
62.8%
201 of 320 runs in the sample
P95 RUN DURATION
5.0m
the hard cap timeouts hit
HIGH-FLAKE SPECS
12
score ≥55 · 3 quarantined
SESSION COST, SAMPLE
$256.46
96 sessions · 3,402 minutes
4-SCREEN RUNNING BUILD TOUR

Four screens captured from browser.cedxsystems.com, in the order operators run them.

Click any screen below to inspect how CEDX Browser moves from initial intake to verified cross-estate completion.

01 OVERVIEW
The lab's week on one screen
Pass rate 62.8%, p95 duration 5.0 minutes, $4.0K fleet spend month-to-date at demo scale. The root-caused alerts do the triage: a WebKit mobile p95 up 48 seconds against baseline, 14 concurrent sessions pushing the plan's slot limit on the nightly.
02 RUNS
The raw ledger of results
Sort by flake and the story tells itself: the runs that fail with low flake are bugs; the ones that fail at flake 88 are the harness arguing with itself. Both are in the table, distinguished.
03 SCRIPTS
The suite view, honest about itself
Average pass across the suite is 86.8%, but the cards lead with the 12 high-flake specs, the 3 quarantined and the 8 failing. Quarantine is a first-class state: the spec auto-skips until someone heals it.
04 SESSIONS
What the fleet costs, per session
Every session bills minutes and dollars against its fleet: desktop Chrome at $7.20 for 90 minutes, WebKit mobile at $6.64 for 83. Errors are a filterable state: 14 disconnects in the sample.
01 OVERVIEW · BROWSER.CEDXSYSTEMS.COM

The lab's week on one screen

● Live Screen Capture

Pass rate 62.8%, p95 duration 5.0 minutes, $4.0K fleet spend month-to-date at demo scale. The root-caused alerts do the triage: a WebKit mobile p95 up 48 seconds against baseline, 14 concurrent sessions pushing the plan's slot limit on the nightly.

✓ Lab health ring 59%, inputs listedVerified in /app/browser
✓ Runs versus failures, weekly, with event markersVerified in /app/browser
✓ Highest-flake scripts across browsers, namedVerified in /app/browser
The lab's week on one screen
OPERATING CADENCE · IT MANAGEMENT & SECURITY

How CEDX Browser runs across the week, in the exact order work happens.

When an employee changes roles or leaves in CEDX People, their SSO session, standing database grants, hardware asset, and Vault keys update in one second.

STAGE 01

Capture & Ingest

Records land in CEDX Browser already linked to the canonical customer, employee, or vendor ID.

STAGE 02

Score & Triage

Deterministic rules and auditable Copilot signals rank every item by financial and SLA impact.

STAGE 03

Execute & Approve

Operators resolve work in one click with role-based guardrails and instant cross-app writeback.

STAGE 04

Reconcile & Report

Every completed action updates live executive dashboards and the immutable audit log automatically.

OPERATOR WORKSPACES · WHO RUNS CEDX BROWSER

Three roles open CEDX Browser every day. Each sees the exact surface they own.

Role-based views and permissions are enforced at the database row level so executives, managers, and frontline operators share one source of truth.

QA engineer using CEDX Browser

QA engineer

Owns the failing specs: a red run with low flake is a bug to file, and the table makes that call in one sort.

● failing · 8 specs
Test infrastructure owner using CEDX Browser

Test infrastructure owner

Keeps the fleets and the slots: the nightly's 14-concurrent-session pressure and the WebKit p95 regression are theirs to fix.

● slots · 100/218
Build lead using CEDX Browser

Build lead

Watches spend and quarantine: $4.0K month-to-date at demo scale, and no quarantined spec older than its heal count justifies.

● fleet spend · $4.0K demo
ONE CANONICAL RECORD ACROSS 132 APPLICATIONS

Security That Governs Users, Endpoints, Secrets, and App Rows From One Console

CEDX Browser is not an isolated point tool. It reads and writes the exact same customer, ledger, and identity records as the rest of the CEDX software estate.

CONNECTED MODULE 01 Open /endpoint/ ->

CEDX Endpoint

The desktop fleets are managed devices with posture scores: the lab's chrome-desk fleet and the endpoint fleet are the same machines.
CONNECTED MODULE 02 Open /network/ ->

CEDX Network

A session's traffic is a flow with a policy: what the lab's browsers can reach is the same rule stack everything else obeys.
CONNECTED MODULE 03 Open /inventory-it/ ->

CEDX Inventory IT

The lab's devices carry asset tags and refresh risk: a five-year-old fleet laptop shows up in both ledgers.
CONNECTED MODULE 04 Open /monitoring/ ->

CEDX Monitoring

A p95 regression on the WebKit fleet is a golden signal there too: the alert and the lab card tell one story.
ARCHITECTURAL PROOF · OPERATOR PERSPECTIVES

Why enterprise operators replace stitched SaaS stacks with CEDX Browser.

"We started with one application to fix our most painful bottleneck, and added five more modules on the same login without a single migration project."

Arjun Patel
Arjun Patel
SVP of Global Operations · Keystone Logistics

"Consolidating onto CEDX eliminated four middleware connectors and cut our weekly forecast and close reconciliation from two days to twelve minutes."

Marcus Vance
Marcus Vance
Chief Revenue Officer · Meridian Systems

"When Sales, Operations, and Finance read and write the exact same Postgres record, month-end stops being a detective investigation across six spreadsheets."

Elena Rostova
Elena Rostova
Chief Financial Officer · Northline Group
LIVE TCO & CONSOLIDATION MODEL · IT MANAGEMENT & SECURITY

Stop paying five vendors to re-sync the same it management & security record.

Drag the seat slider to compare your current stitched stack (CrowdStrike + Datadog SIEM + CyberArk + HashiCorp Vault + Jamf + Kandji) against running CEDX Browser natively on the unified CEDX estate.

Organization Seats 250 seats
25 seats 500 seats 1,250 seats 2,500 seats
Legacy Stitched Stack
CrowdStrike + Datadog SIEM + CyberArk + HashiCorp Vault + Jamf + Kandji
$1,380,000 / yr
CEDX Browser + Full Estate Bundle
All 132 applications · Canonical Postgres · Unlimited Copilot
$267,000 / yr
Verified Annual Hard Savings
Plus 0 middleware sync failures
$1,113,000 / yr
TECHNICAL & PROCUREMENT FAQ · CEDX BROWSER

Questions operators and architecture teams ask before piloting CEDX Browser.

01 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/browser . It runs on demo data. The lab and its runs are the sample.
02 What is a flake score? +
A per-script score built from its history across browsers: how often it fails without the product changing. At 55 the script is flagged; at 88, like checkout.hold.spec, the Overview names it a quarantine candidate outright.
03 What does quarantine do? +
Auto-skips the spec so the pipeline stops crying wolf, while keeping the script, its history and its heal count visible. Three specs are quarantined in the demo; none is deleted.
04 What does a session cost? +
Cost per session is printed on the row ($7.20 for a 90-minute Android desktop-fleet session, $3.44 for a headless Linux run), and the fleet spend card is labelled demo scale. This page is not a price list.
05 Is Browser audited or certified? +
No certification has been issued. What we can evidence about hosting, tenant isolation and session handling is written up on the security page .
LIVE SANDBOX · ZERO MIDDLEWARE · NO CARD REQUIRED

CEDX Browser is running right now. Open it and inspect the record.

Explore the live CEDX Browser workspace on canonical demo data at /app/browser, or book a 30-minute architecture session to map your first entity rollout.

Open live CEDX Browser (/app/browser) -> Book an estate architecture map