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Sdlc

From AI-Native SDLC to Governed Software Delivery

Oct 1, 2026 12:00AM
9 min read
1907 words
From AI-Native SDLC to Governed Software Delivery
The AI-native SDLC gets the bottleneck shift right. My own architecture pushes the idea further: generated artifacts are cheap, but trusted acceptance and authorized effects must remain explicit.
software engineering artificial intelligence security
ai agents software-engineering sdlc governance security

Threat Modeling AI as an Engineering Coprocessor

Mar 8, 2026 3:56PM
10 min read
2103 words
Threat Modeling AI as an Engineering Coprocessor
A practical threat model for AI-assisted and agentic software development across requirements, architecture, implementation, testing, and operations.
security artificial intelligence
ai agentic-systems sdlc software-supply-chain security governance engineering

AI SDLC: Automating the Grind

Dec 30, 2025 3:56PM
4 min read
648 words
A blunt look at the software development lifecycle and why AI tooling should reduce memory loss, not human judgment.
software engineering artificial intelligence
ai sdlc automation engineering anthesis