CEDX 2026 Developer Release: Typed REST/GraphQL APIs, serverless functions, low-code builder, and isolated sandboxes Explore the CEDX Scripts architecture ->
CEDXSystems
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DEVELOPER & LOW-CODE CEDX Scripts
Overview Schedules Runs Workflow & Tour Operators TCO Model 14-Day Sandbox Live build ↗
DEVELOPER & LOW-CODE CEDX Scripts · Developer & low-code · scripts.cedxsystems.com

Scheduled automation with an approval queue and a bill.

Scripts runs the estate's scheduled automation: cron, interval and event triggers, agent-initiated runs that queue for human approval before touching production secrets, and every run priced in minutes and cents.

Open live CEDX Scripts -> Inspect 4-screen build tour
320 runs in the sample 54 agent-triggered runs 13 secrets past rotation SLA Zero-ETL Shared Postgres Record
CEDX Scripts Enterprise Architecture Briefing
CEDX Scripts · 320 runs in the sample

"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 Scripts reads and writes the exact same canonical Postgres record as CEDX Events, CEDX Functions, and CEDX Deploy with zero third-party webhooks.
🔒 https://scripts.cedxsystems.com/workspace/live
CEDX Scripts · Overview (The automation ledger, honestly kept)
scripts.cedxsystems.com · 01 Overview · Live Canonical Dataset
● Overview Active · 0.011s Sync Open /app/scripts ↗
RUNS IN THE SAMPLE
320
201 succeeded · 62.8%
AGENT-TRIGGERED RUNS
54
12 failed · 23 awaiting approval
SECRETS PAST ROTATION SLA
13
risk ≥55 · oldest 401 days
COST MONTH TO DATE
$3.3K
billable estimate, on screen
Endpoint / Function / App Bound Estate Resource Owner & Deployment Env Request Rate & Latency Blast Radius & Quota Build Status
POST /v2/quotes/approve-rampCEDX Scripts · Record #1040 Quotes + Books + Sign Transaction Core Commerce SDK · Prod 1,420 req/m · 14ms p99 ● Scoped Token · Tier-1 Passing 100%
fn_custom_rebate_accrual.tsCEDX Scripts · Record #1041 Serverless Edge Function · Node 22 Finance Eng · Sandbox->Prod 840 exec/m · 9ms cold ● Read/Write: Books Subledger Deterministic
Internal Field RMA Builder AppCEDX Scripts · Record #1042 CEDX Builder Low-Code Surface Ops Systems Team · 68 Users Zero Maintenance Debt ● Inherits Corporate SSO Live v2.4
CI/CD Canary Pipeline #8841CEDX Scripts · Record #1043 Automated Flake-Scored Test Suite Release Engineering 412 Specs · 0 Flakes ● Auto-Rollback Armed Deployed 4m ago
✦ CEDX Scripts Copilot · POST /v2/quotes/approve-ramp
Overview Verified
320 runs at 62.8% success against a ≥95% target. The ring shows 63%, not a rounded-up fiction. Alerts arrive root-caused: a retry storm on partner-orbit-sync at 11.4% fail with the retry budget often exhausted, and a ledger-post timeout cascade under event fan-out.
CEDX Scripts operator workspace in natural daylight
FIELD DOCUMENTARY · DEVELOPER & LOW-CODE

Agent runs ask before they touch production

The run table shows its arithmetic: compact-audit succeeded in 2.4 minutes for $0.10; allocate-stock failed in 20.2 seconds for $0.03. Automation you cannot price is automation you cannot govern.

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

Three architectural jobs CEDX Scripts gets right on one record.

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

01 · DEVELOPER & LOW-CODE FOUNDATION

Agent runs ask before they touch production

23 runs sit in the awaiting-approval queue: agent-triggered work that touches production secrets. ledger-post, ar-dunning and fx-rate-pull each hold an Approve and a Reject button, with the initiating agent named. Automation proposes; a person disposes.

✓ Approval queue: 23 queued, agent · prod secretsVerified
✓ Every queued run names its initiating assistantVerified
✓ Schedules split: 20 cron, 7 interval, 9 event-drivenVerified
02 · LIVE EXECUTION

Every run priced in minutes and cents

320 runs with status, duration, cost, trigger and actor. run_0eadcb13 (compact-audit, agent-triggered, approved) succeeded in 2.4 minutes at $0.10. notify-digest failed in 2.8 minutes at $0.20. Success and failure both get a bill.

Every run priced in minutes and cents
CEDX Scripts Live Telemetry ● 320 runs in the sample
03 · DETERMINISTIC GOVERNANCE

Secrets carry an age and a risk score

The Logs view covers 47 distinct scripts across 240 lines, and the overview's secret board names the exposure: sec_billing_settle_db at 312 days, sec_legacy_v1_token at 401, both at risk 95. Thirteen credentials sit past rotation SLA, as an alert, not an audit finding.

✓ 13 secrets at risk ≥55, oldest 401 daysActive
✓ Log lines by level: 73 error, 53 warnActive
✓ Timeout-approaching warnings before the killActive
04 · VERIFIED DEMO DATASET METRICS

What the live CEDX Scripts build looks like when you open /app/scripts.

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

RUNS IN THE SAMPLE
320
201 succeeded · 62.8%
AGENT-TRIGGERED RUNS
54
12 failed · 23 awaiting approval
SECRETS PAST ROTATION SLA
13
risk ≥55 · oldest 401 days
COST MONTH TO DATE
$3.3K
billable estimate, on screen
4-SCREEN RUNNING BUILD TOUR

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

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

01 OVERVIEW
The automation ledger, honestly kept
320 runs at 62.8% success against a ≥95% target. The ring shows 63%, not a rounded-up fiction. Alerts arrive root-caused: a retry storm on partner-orbit-sync at 11.4% fail with the retry budget often exhausted, and a ledger-post timeout cascade under event fan-out.
02 SCHEDULES
Cron, interval and event, one table
36 schedules with kind, expression, next fire and fire counts. on-order-settled has fired 2,100 times on event:order.settled; the edi-webhook listens on webhook:/hooks/edi. Enabled state is a column, and 30 of 36 are firing.
03 RUNS
Who ran what, for how long, for how much
Runs stream in with the actor column doing the governance: Agent rows carry approved chips, Human rows read Manual, and retry-triggered runs link back to their failure. The sample's bill is $63.87 across 1,011 minutes.
04 LOGS
47 scripts, one stream
240 lines across error, warn, info and debug, searchable by message, script, run or step. notify-digest errors on “cleanup done · step”; price-sync warns “timeout approaching” before the run is killed. The log line is where the run table's red row sends you.
01 OVERVIEW · SCRIPTS.CEDXSYSTEMS.COM

The automation ledger, honestly kept

● Live Screen Capture

320 runs at 62.8% success against a ≥95% target. The ring shows 63%, not a rounded-up fiction. Alerts arrive root-caused: a retry storm on partner-orbit-sync at 11.4% fail with the retry budget often exhausted, and a ledger-post timeout cascade under event fan-out.

✓ Billable minutes: 42.1K month to date, +2.1K vs priorVerified in /app/scripts
✓ Run sample: 201 ok, 40 failed, 28 timeout, 23 cancelled, 28 runningVerified in /app/scripts
✓ Success SLO ring prints the 63% it measuresVerified in /app/scripts
The automation ledger, honestly kept
OPERATING CADENCE · DEVELOPER & LOW-CODE

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

Every custom app in Builder, every Function, and every webhook runs inside the same identity, audit log, and transactional boundary as native CEDX apps.

STAGE 01

Capture & Ingest

Records land in CEDX Scripts 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 SCRIPTS

Three roles open CEDX Scripts 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.

Automation engineering using CEDX Scripts

Automation engineering

Owns the schedules and the scripts behind them, and reads the retry storm on partner-orbit-sync as a design problem, not bad luck.

● 36 schedules · 2,100 fires on one
Operations on call using CEDX Scripts

Operations on call

Works the failed and timeout rows: 40 failed, 28 timed out in the sample, each with a log line and a retry button rather than a shrug.

● 62.8% success · target ≥95%
Approvers using CEDX Scripts

Approvers

The human in the loop for the 23 queued agent runs: approve or reject, with the secret scope and the initiating assistant on the card.

● 23 awaiting approval
ONE CANONICAL RECORD ACROSS 132 APPLICATIONS

Extend the 132-App Estate With Typed Code, Serverless Functions, and Zero Glue

CEDX Scripts 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 /events/ ->

CEDX Events

Event-driven schedules subscribe to estate events: order.settled and invoice.paid are the streams Scripts listens to.
CONNECTED MODULE 02 Open /functions/ ->

CEDX Functions

Script runs execute on the same metered runtime: duration billed, cold starts costed, failures logged.
CONNECTED MODULE 03 Open /deploy/ ->

CEDX Deploy

A script ships through the same environments and risk gates as any other deploy before its schedule goes live.
CONNECTED MODULE 04 Open /tables/ ->

CEDX Tables

The agent runs writing into records land here. Fill bars and agent-run states are Tables' side of the same work.
ARCHITECTURAL PROOF · OPERATOR PERSPECTIVES

Why enterprise operators replace stitched SaaS stacks with CEDX Scripts.

"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 · DEVELOPER & LOW-CODE

Stop paying five vendors to re-sync the same developer & low-code record.

Drag the seat slider to compare your current stitched stack (Retool Enterprise + Kong API Gateway + AWS Lambda + Postman + LaunchDarkly) against running CEDX Scripts natively on the unified CEDX estate.

Organization Seats 250 seats
25 seats 500 seats 1,250 seats 2,500 seats
Legacy Stitched Stack
Retool Enterprise + Kong API Gateway + AWS Lambda + Postman + LaunchDarkly
$1,380,000 / yr
CEDX Scripts + 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 SCRIPTS

Questions operators and architecture teams ask before piloting CEDX Scripts.

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/scripts . It runs on demo data from the Northline Systems demo workspace.
02 What stops an agent run from doing something dumb in production? +
The approval queue. Agent-triggered runs that touch production secrets hold for a human, with the initiating assistant and the environment on the card. 23 are queued in the demo workspace. Nothing auto-approves.
03 What does a run cost? +
It is priced per run in minutes and cents: compact-audit at $0.10 for 2.4 minutes, email-bounce at $0.40 for 5.1. The month-to-date card reads $3.3K and is labelled an estimate on screen. It is not a price list.
04 What triggers can a schedule use? +
Cron, interval and event. The demo workspace runs 20 cron, 7 interval and 9 event-driven schedules, with expressions like event:order.settled and webhook:/hooks/edi readable on the row.
05 Is Scripts 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 .
LIVE SANDBOX · ZERO MIDDLEWARE · NO CARD REQUIRED

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

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

Open live CEDX Scripts (/app/scripts) -> Book an estate architecture map