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AI coding is putting software risk on steroids
AI coding tools are accelerating software development but creating serious security risks. Veracode's 2026 report found 82% of organizations carry unresolved security debt, with third-party code representing 66% of dangerous vulnerabilities. Traditional governance, designed for human-paced development, can't keep up with machine-speed creation. Experts say organizations must automate risk analysis and enforce policies through pipelines, since accountability for software security remains with human leadership regardless of how code is generated.
Melbourne start-up Maincode announces widespread access to Matilda AI coding agent
Matched: Australia
Melbourne start-up Maincode has opened its AI coding agent Matilda to wider beta access. The Australian-made chat model and coding agent was previously in limited release before the company announced broader community availability. Maincode is based in Melbourne.