Dark Software -

The immediate consequence of shifting to higher levels of autonomy is the loss of tacit knowledge within engineering teams. When AI agents generate features in minutes, the standard mechanisms of software maintenance break down. 1. Velocity Exceeding Comprehension

While this shift promises a hyper-acceleration of feature delivery, it also introduces a profound phenomenon known as cognitive debt : a state where system velocity structurally outpaces human comprehension. 5 Levels of the Agentic SDLC dark software

A defensive deception module that creates a layered landscape of fake data assets (decoy files, dummy databases, and false API endpoints) designed to lure, track, and trap unauthorized intruders. The immediate consequence of shifting to higher levels

The unit of work shifts to a user story or isolated feature. The engineer describes a desired functional outcome. Velocity Exceeding Comprehension While this shift promises a

Humans actively review systemic behavior but rarely inspect the raw code blocks. Level 4: Autonomous Epic Engineering The unit of work scales to an entire technical epic. Humans stop looking at the source code entirely.