Shipping is the start. Cendriix watches what happens next.
Once your app is live, Cendriix keeps four specialist agents running around the clock: watching error rates and uptime, catching production bugs before your users do, and (on the roadmap) automated security checks. Pre-beta: monitoring agents are in design-partner preview, not all four agents ship on day one. You write zero code. You see outcomes.
Reads live error streams, clusters exceptions by root cause, and correlates spikes with recent deploys to isolate regressions within minutes.
Catches: New exception clusters, regression patterns, silent failure paths
Continuous, real-time traffic
Security reviewer (roadmap)
Runs a full OWASP Top 10 pentest automatically every 6 hours and on every deploy. Findings are auto-triaged: low-risk patched, high-risk surfaced for your review.
Catches: Injection, broken auth, IDOR, SSRF, XSS, misconfiguration, exposed data
Every 6h + on every deploy
Security Engine
The always-on security posture agent. Aggregates WAF signals, CVE feeds, and pentest findings into one continuous security score. Drives auto-remediation.
The failures that escape CI and tests, the ones that only surface under real traffic, at 3 AM, in edge cases you did not anticipate.
Regressions from real traffic
Diffs live behaviour against the last known-good baseline. Catches behaviour changes that tests missed.
p99 latency creep
Detects statistically significant latency increases before they become user-visible. Traces to query plans or cold-start patterns.
Error-rate spikes
Clusters exceptions by root cause and links them to the deploy that introduced them, automatically.
Memory leaks
Tracks heap growth across deploys. Identifies the code path that is the source and stages a fix for review.
Broken integrations
Synthetically exercises every critical integration, payment, email, auth, webhooks, on a schedule and after each deploy.
Expired certificates
Monitors TLS certificates, API keys, and OAuth tokens for expiry. Rotates or alerts with 30 days lead time.
CVEs in dependencies
Scans your dependency tree hourly against the NVD. Auto-patches low-risk CVEs; stages high-risk ones with a fix PR for your review.
Auth and IDOR bugs
Every pentest run tests for broken access control, the number one OWASP category. Findings are ranked by exploitability.
Data leaks and exposure
Tests API endpoints for over-exposure, checks CloudWatch and GitHub for accidental credential commits, and monitors for exfiltration patterns.
Security testing (roadmap)
Automated OWASP-style checks are on the roadmap, external penetration testing is planned before GA, not running continuously in pre-beta. We will not claim continuous pentest until it ships.
Every OWASP Top 10 category tested: injection, broken auth, IDOR, XSS, SSRF, misconfiguration, outdated components, and more
Low-severity findings auto-patched with a staged PR, no human needed
High-severity findings surfaced immediately with a root-cause analysis and a proposed fix
Findings tracked over time, you see your security posture improving with every sprint
IDOR on /api/invoices/:id, cross-tenant data accessible
A01:2021
GET /api/invoices/:id does not verify that the authenticated user belongs to the tenant owning the invoice. Tested with sequential IDs: cross-tenant data confirmed accessible.
CENDRIIX FIX STAGED Added tenant_id ownership check to the invoice resolver. Migration adds a DB-level row-security policy as a defence-in-depth layer. Awaiting your approval.
openAccess control · Found 6h ago
What happens when something breaks at 3 AM
You wake up to a message. The founder view: “we caught it, we fixed it.” The ops view: a full incident timeline with every action Cendriix took.
3:00
Anomaly detected3:00 AM
Uptime Sentinel detects a 503 error rate spike. Production Monitor confirms p99 at 4.2s. Incident declared automatically.
3:01
Triage3:01 AM
Incident Responder correlates the spike with the 2:55 AM deploy. Identifies a Postgres connection pool exhaustion as root cause.
3:03
Auto-remediation attempted3:03 AM
Cendriix kills the orphaned transaction, increases pool limit, and rolls back the problematic migration config. Error rate drops to 0.
3:07
Notification sent3:07 AM
You receive a message: "Cendriix caught and fixed a production outage at 3:00 AM. App is healthy. Review the postmortem when you wake up."
Morning
Postmortem readyMorning
Cendriix drafted a full blameless postmortem: timeline, root cause, fix applied, and three action items to prevent recurrence.
Security, continuously
Cendriix watches for active exploitation, not just theoretical vulnerabilities. Real attacks, detected and mitigated, before you hear about them.
3,847 credential-stuffing attempts in 4 minutes
Cendriix blocked the IP range, deployed CAPTCHA, tightened rate limits, before a single account was compromised.
SQLmap scan across all API endpoints
Cendriix permanently blocked the source IP, flagged the endpoint for review, and added a targeted injection test to the pentest suite.
Live Stripe API key found in a public GitHub fork
Cendriix rotated the key in 4 minutes, notified Stripe, and flagged the commit. Zero fraudulent charges.
12,000 rps HTTP flood targeting the scheduling endpoint
Cloudflare WAF activated. Origin received 200 rps during the 11-minute attack. App stayed up.
Cendriix monitors for
Brute-force and credential stuffingAutomated scrapingSQL and template injection probesHTTP floods and DDoSToken and secret leaksSuspicious login patternsBot traffic and headless crawlersCross-tenant data access attempts
Get started
Ship with confidence. Stay healthy after.
Cendriix builds your app, ships it, and then watches it in production indefinitely. You see one dashboard, plain-English status updates, and alerts only when something needs a human decision. No ops team required.