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One-Line Code Analytics with AI Data Analyst | PT. 2

Hi everyone, I'm Antonio, CEO at Litlyx. This post is the continuation of one I released earlier. PT. 1 can be found here. I started posting on dev.to yesterday, and I'm excited to share our journey with our open-source project called…

Sichere Programmierung dev.to 03.06.2024, 14:29 Uhr 3 Min. Lesezeit KRITIS / Energie Cloud & IT-Enterprise

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Hi everyone, I'm Antonio, CEO at Litlyx.

This post is the continuation of one I released earlier. PT. 1 can be found here.

I started posting on dev.to yesterday, and I'm excited to share our journey with our open-source project called Litlyx.

To be transparent, this series of posts aims to raise awareness about our product because we believe it can help many developers and founders.

You can find our open-source repo on Github, and we hope you'll share some love with us and provide constructive feedback.

Kindly, leave a star to help us! 🙏

And that's how our journey to build our SaaS Litlyx began.

"Bro, we need to track more KPIs on our site or we will never know where to improve the product," I said during a 3 AM call to my co-founder and friend @emily.

"Dude, you're right, but what should we use? Google Analytics, MixPanel, or something else?" he replied.

The most interesting part is that he wasn't even upset I called him at 3 AM. When something needs to be done, it works like this. He works even at night. Me too. There is no time that can stop us.

[!NOTE]

It's difficult to find that state of mind called work-life balance when you have three active projects, have tried eight since the start of the year, and are now trying to find product-market fit for a SaaS.

We tried to implement Google Analytics. Our platform was built with Vue and Nuxt, because like all devs, we love to use the latest technologies to develop new platforms.

However, we encountered a problem: every library we tried was from other devs, not Google itself. So we tried other solutions, but everything was just a wrapper of libraries developed by independent devs with no support or little/non-existent documentation.

So I said to Emily, "Okay, bro, we need to work even this night to create our custom analytics or we will never get out of this mess."

He started working while I went to sleep at 2 AM. He was relentless. The next morning, I woke up and saw he was still in the same Discord channel, working from the night before.

By the time I joined him, he had already laid the groundwork for our custom analytics tool. We spent the next few days fine-tuning it, ensuring it was tailored to our specific needs. The process was exhausting but rewarding.

In the end, we had a great product to track our custom analytics, and we were happy af!

Then the wake-up call, "Okay, bro, I think we have a great product here. We need to start creating awareness. This will save the life of a lot of people."

That's when we understood that we wanted to create a product so simple, yet effective, that it can change how analytics are tracked today.

In the next days, we will talk about the product.

In the meantime, share some love in the comments, please! I would love to hear from you! Drop a 🫰 in the comments below while waiting for part 3!

A, Founder at Litlyx

IoC Intelligence (1 Indikatoren)

dev[.]to

CTI Threat Relationship Graph4 Knoten / 3 Relationen

CVE / Incident Software MITRE ATT&CK CWE Weakness IoC

IR-PLAYBOOK-RCEHIGH

Schritte anzeigen

SOC Incident Playbook: Remote Code Execution (RCE) Defense

WAF MitigationSofort

Virtuelles Patchen am Reverse Proxy / WAF für gefährdete URL-Pfade und Payloads aktivieren.

SecRule REQUEST_URI "@rx ..." "id:1001,phase:1,deny,status:403"

Web Shell ScanSofort

Web-Root auf neu angelegte Scripts, anomal modifizierte Dateien und Persistence scannen.

find /var/www -type f -name "*.php" -mmin -120

Outbound FilteringSofort

Ausgehenden Datenverkehr (Reverse Shells zu unbekannten IPs/Ports) blockieren.

ss -tunp | grep -E ":(4444|1337|8080|9001)"

Vendor Patching

Hersteller-Update in Staging validieren und schnellstmöglich in Produktion ausrollen.

apt update && apt --only-upgrade install <pkg>

1-Click Detection Engineering: Multi-Dialect SIEM Rules5 Formate

Regeln anzeigen

Syntax validiert (0 Fehler)

title: Detect Exploitation - One-Line Code Analytics with AI Data Analyst | PT. 2
id: 94e60935-edc7-4f8a-a4cb-630db580d99d
status: experimental
description: Automatisch generierte SIEM-Erkennungsregel basierend auf CTI Intelligence
references:
  - https://tsecurity.de/
author: iShareStuff CTI Automated Detection Engine
date: 2026-09-24
logsource:
  category: network_connection
  product: any
detection:
  selection:
      DestinationHostname:
        - 'dev.to'
  condition: selection
falsepositives:
  - Legitime administrative Zugriffe oder Penetrationstests
level: high
tags:
  - attack.initial_access

Syntax validiert (0 Fehler)

rule CTI_Threat_Indicator {
    meta:
        author = "iShareStuff CTI Automated Detection Engine"
        date = "2026-09-24"
        description = "YARA Signature for "
    strings:
        $str = "One-Line Code Analytics with A" ascii wide
    condition:
        any of them
}

Syntax validiert (0 Fehler)

index=security sourcetype IN ("cisco:asa", "pan:traffic", "zeek_conn", "suricata", "WinEventLog:Security")
(dest_host="dev.to")
| stats count earliest(_time) as first_seen latest(_time) as last_seen by src_ip, dest_ip, dest_host, signature
| eval first_seen=strftime(first_seen, "%Y-%m-%d %H:%M:%S"), last_seen=strftime(last_seen, "%Y-%m-%d %H:%M:%S")
| sort - count

Syntax validiert (0 Fehler)

destination.domain: ("dev.to") and event.category: "network"

Syntax validiert (0 Fehler)

CommonSecurityLog
| where DestinationHostName in ("dev.to")
| summarize EventCount = count(), FirstSeen = min(TimeGenerated), LastSeen = max(TimeGenerated) by SourceIP, DestinationIP, DestinationPort, Activity
| extend DetectionRule = "iShareStuff-CTI-Compiled"
| sort by EventCount desc

🎯

MITRE ATT&CK Matrix Navigator 14 Taktiken

Reconnaissance

Resource Development

Initial Access

Execution

Persistence

Privilege Escalation

Defense Evasion

Credential Access

Discovery

Lateral Movement

Collection

Command and Control

Exfiltration

Impact

💡 Tipp: Klicken Sie auf eine TTP, um Gegenmaßnahmen und SIEM-Erkennungsregeln anzuzeigen.Enterprise Matrix v14.1

🚀 Auf tsecurity.de entdecken

◀ VORHERIGER BEITRAG 1 Min

Early Edition: June 3, 2024

IT Security Nachrichten

NÄCHSTER BEITRAG 3 Min

Design Pattern - Singleton

Sichere ProgrammierungWeiterlesen ▶

Blättern: Pfeiltasten [ ← ] [ → ] · Tasten j / k · mobil: Wischen

Fokus-Vektor:

Kognitive Analyse für identifizierte Bedrohung: Erhöhte Bedrohungslage im Bereich One-Line Code Analytics with AI Data Ana.... Basierend auf 368k Vektor-Korrelationen werden sofortige Isolationsmaßnahmen für betroffene Endpunkte empfohlen.

🛡️ Angriffsfläche & Exposure

Netzwerk/Remote-Zugriff ohne Vorauthentifizierung möglich.

⚡ Empfohlene Sofortmaßnahmen

1. Perimeter-Inspektion: Relevante Portfreigaben und exponierte Endpunkte unverzüglich scannen.
2. Patch-Applikation: Hersteller-Hotfix einspielen oder betroffene Daemons in isolierte DMZ-Segmente überführen.
3. Telemetrie & EDR-Alerts: Prozessaufrufe und Child-Processes auf anomale Shell-Spawns überwachen.

🔗 Semantisch verwandte Zero-Days MariaDB 11.7 VEC

Schnell-Prompts für Analysten

⚠️ DEFANGED SANDBOX VIEW (tsecurity.de): Alle Netzwerkindikatoren und URLs wurden neutralisiert (2 Indikatoren entschärft). Nur zur defensiven Analyse!

Format: python

#!/usr/bin/env python3
# Exploit Title: PoC for Target
import socket, sys
target = '192[.]168[.]1[.]10'
url = 'hxxp://target[.]local/vuln'
s = socket.socket()
s.connect((target, 80))
s.send(b'GET / HTTP/1.1\r\nHost: target.local\r\n\r\n')