BURT CONSULTANTS
Topic

ai coding

3 pieces tagged “ai coding”.

Briefing

A DevSecOps checklist for AI coding assistants and MCP governance.

Attackers are exploiting prompt injection, malicious MCP servers and over-privileged credentials in AI coding environments. A DevSecOps checklist can reduce the exposure.

devsecopsmcpai codingprompt injection
2 min read
Briefing

AI-generated code must pass the same bars as human code.

Trail of Bits argues that code produced by large language models should be reviewed with the same scepticism applied to a first-time contributor's pull request.

ai codingcode reviewsecuritysoftware engineering
2 min read
Briefing

A role-based strategy for adopting AI-assisted coding.

Real-world productivity gains from AI-assisted coding are typically 20–30% and are concentrated in mid-market teams, but security practices often lag behind.

ai codingdeveloper productivitymid-marketsecurity
2 min read

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