A lot of AI productivity claims sound impressive until you ask what was actually measured. "10x developer productivity" usually means one of three things: More lines of code Faster task completion in a benchmark A subjective feeling that work is moving faster Those are weak signals. Lines of code are easy to inflate. Benchmarks are not production... Weiterlesen
Intelligence View
What AI Actually Did to My Software Development Velocity
A lot of AI productivity claims sound impressive until you ask what was actually measured. "10x developer productivity" usually means one of three things: More lines of code Faster task completion in a benchmark A subjective…
SOC Incident Playbook: Vulnerability Remediation & Verification
title: Detect Exploitation - What AI Actually Did to My Software Development Velocity
id: 39f9f1dd-f43f-46db-be54-af4ae04bf779
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:
CommandLine|contains:
- 'exploit'
condition: selection
falsepositives:
- Legitime administrative Zugriffe oder Penetrationstests
level: high
tags:
- attack.initial_accessrule CTI_Threat_Indicator {
meta:
author = "iShareStuff CTI Automated Detection Engine"
date = "2026-09-24"
description = "YARA Signature for "
strings:
$str = "What AI Actually Did to My Sof" ascii wide
condition:
any of them
}tsecurity.de Cognitive Threat RAG
Kognitive Analyse für identifizierte Bedrohung: Erhöhte Bedrohungslage im Bereich What AI Actually Did to My Software Deve.... Basierend auf 368k Vektor-Korrelationen werden sofortige Isolationsmaßnahmen für betroffene Endpunkte empfohlen.
Netzwerk/Remote-Zugriff ohne Vorauthentifizierung möglich.
- 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.
SOCIAL SHARE CARD GENERATOR