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Git Is Becoming an Execution Surface

Apr 3, 2026 12:00AM
6 min read
1084 words
Git Is Becoming an Execution Surface
Git metadata now crosses execution boundaries in CI and agentic systems, which turns familiar repository fields into potential code execution inputs.
security software engineering
git security ci ai automation supply-chain

Anthesis Update: Memory, Governance, and Beyond the SDLC

Mar 27, 2026 12:00AM
13 min read
2640 words
Anthesis Update: Memory, Governance, and Beyond the SDLC
Anthesis has shifted from one-shot agent ambitions toward governed memory, adapter abstractions, loop orchestration, SSDF enforcement, and Git-native policy verification.
software engineering artificial intelligence
anthesis ai agentic-systems memory governance software-architecture security

Threat Modeling AI as an Engineering Coprocessor

Mar 8, 2026 3:56PM
10 min read
1927 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

Software Architecture for Independence

Apr 16, 2025 12:25PM
1 min read
122 words
A note pointing to my Medium article on software architecture, control, and engineering independence.
software engineering
software architecture ai security mobile redux

AI and Nano

Sep 11, 2022 12:00AM
4 min read
838 words
How AI could accelerate nanotechnology research, molecular design, and bottom-up manufacturing at atomic scale.
science artificial intelligence
ai nanotechnology machine learning futurism philosophy