Gave the Soren assistant read-only, hourly-refreshed access to seven repositories across GitHub and GitLab, with every push provably refused.
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September 2026
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Agentic development practices, AI workflows that hold up in production, and the engineering standards to keep them governed. One email starts the conversation.