Paulo Frugis

AWS validated the gateway pattern for Claude Code and Claude Desktop. An architecture report on how Elevata extended the same control plane across Claude Code, Claude Desktop 3P, and Codex on Bedrock — with the real spend dashboard.

A practical guide to deciding whether Claude Sonnet 5 should become your default Amazon Bedrock model, when to keep Opus 4.8, and how to measure cost per accepted result.

Learn how Claude Tag works in Slack, where AWS controls apply, which architectural limits matter, and how to plan a safe pilot.

Evaluate AWS Lambda MicroVMs for AI-agent sandboxes and user-code execution: fit, alternatives, security responsibilities, networking, costs, Regions, and pilot criteria.

Claude Opus 4.8 improves on published benchmarks, adds effort controls, ships Dynamic Workflows, and keeps Opus 4.7 pricing — and is still not an obvious blanket upgrade. A practical guide to testing it against Opus 4.7, GPT-5.5, and Amazon Nova on AWS, with cost per successful task at the center.

Learn how AWS-first teams can design governed AI agent sandboxes with scoped IAM, MCP tool gateways, network controls, observability, approvals, and a safe pilot path.

AWS MCP Server general availability guide for secure AI agent access to AWS through MCP, IAM, CloudWatch, CloudTrail, sandboxed tools, and safe pilots.

OpenAI Codex and GPT-5.5 on Amazon Bedrock setup guide for AWS authentication, regional control, audit, cost, governance, and production rollout.

AWS added Claude Opus 4.7 to Amazon Bedrock on April 16, 2026. This guide now serves as migration context: compare 4.7 against Opus 4.8, GPT-5.5, and your production evals before promoting any default.

NVIDIA GTC 2026 marked a decisive shift from training to inference. The Vera Rubin architecture promises 10x efficiency gains, the NemoClaw platform brings autonomous agent orchestration, and AWS was named the primary scale partner. Here is what it means for teams running AI workloads on AWS.

Updated Claude Code on Amazon Bedrock rollout guide covering IAM role separation, Bedrock invocation logging, model pins, SSO, workstation rollout, Terraform state, and production audit boundaries.

By Paulo Frugis, CTO at Elevata The Productivity Paradox and the Next Evolution of Enterprise AI For the last two years, the corporate world has been locked in a “Productivity Paradox.” We have access to the most powerful Large Language Models (LLMs) in history, yet aggregate productivity has not skyrocketed as predicted. The reason? A […]

By Paulo Frugis – Elevata’s CTO We are witnessing a quiet but violent shift in the software landscape. For the past two years, the industry has been in the “Honeymoon Phase” of Generative AI, obsessed with Chatbots, Copilots, and RAG (Retrieval-Augmented Generation) systems that summarize PDFs. That phase is ending. The market is no longer […]