AI-enabled developer productivity, build systems, and engineering leadership
Posted on in Technology Management / Leadership
Retire obsolete developer tooling with evidence about remaining dependencies, funded migration support, and shutdown criteria that end the dual-support burden.
Posted on in Technology Management / Leadership
Decide when to expand an AI coding agent pilot using evidence about task fit, review capacity, ownership, support costs, and reversible rollout boundaries.
Posted on in Technology Management / Leadership
Give AI coding agents a bounded change budget so teams can expand useful autonomy with evidence instead of granting broad repository access on faith.
Posted on in Networking
A remote network change becomes an outage when the change breaks the only path back to the device. It does not matter whether the mistake is a bad ACL, an incorrect default route, an interface change, or an authentication policy that locks out your SSH session. If you have no …
