by Paul Helmick | Apr 6, 2026 | Videos
Paul’s Perspective: This matters because it lowers the cost of “AI at the edge” to something you can test on a desk, which is exactly how good automation and product ideas get de-risked early. If your business cares about privacy, uptime, or avoiding per-token...
by Paul Helmick | Apr 4, 2026 | Videos
Paul’s Perspective: Local model testing is becoming a practical decision, not a science project: it lets leaders and technical teams validate capability, cost, latency, and data-control tradeoffs before committing to cloud spend or vendor lock-in. The laptop vs...
by Paul Helmick | Apr 3, 2026 | Videos
Paul’s Perspective: For small and mid-market teams, the big unlock is getting more “agent-level” capability without having to bankroll enterprise-scale infrastructure. If you can run strong reasoning models closer to where work happens (laptops, edge devices,...
by Paul Helmick | Apr 2, 2026 | Videos
Paul’s Perspective: If your site updates still depend on a handful of people who “know WordPress,” an MCP layer turns WordPress into an automatable system your team can operate with clear, repeatable instructions. That means faster publishing cycles, fewer...
by Paul Helmick | Apr 1, 2026 | Videos
Paul’s Perspective: For small and mid-market companies, the competitive edge often comes from how quickly you can turn ideas into working workflows, not from having the biggest dev team. Codex-style plugins move automation from “custom software project” to...
