Use the filters below to move through production lessons, architecture decisions, AI workflows, product systems, and operating notes from shipped work.
Led the benchmarking work that decided whether latency-sensitive IVR telecom systems could safely move from dedicated hardware to VMware on Cisco UCS — a multi-million-dollar infrastructure call: How the implementation kept moving without adding avoidable complexity.
Led the benchmarking work that decided whether latency-sensitive IVR telecom systems could safely move from dedicated hardware to VMware on Cisco UCS — a multi-million-dollar infrastructure call: The next build step, with the constraint that shaped the design.
Led the benchmarking work that decided whether latency-sensitive IVR telecom systems could safely move from dedicated hardware to VMware on Cisco UCS — a multi-million-dollar infrastructure call: The first implementation step and the tradeoff that made it worth shipping.
Led the benchmarking work that decided whether latency-sensitive IVR telecom systems could safely move from dedicated hardware to VMware on Cisco UCS — a multi-million-dollar infrastructure call: Why the chosen direction fit the constraint better than patching around the edges.
Led the benchmarking work that decided whether latency-sensitive IVR telecom systems could safely move from dedicated hardware to VMware on Cisco UCS — a multi-million-dollar infrastructure call: How the problem surfaced, what the evidence showed, and why the old path stopped holding up.
Led the benchmarking work that decided whether latency-sensitive IVR telecom systems could safely move from dedicated hardware to VMware on Cisco UCS — a multi-million-dollar infrastructure call: A practical overview of the system, the constraint that shaped it, and the work flow behind the build.