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Insight10/22/20268 min read

Welcome to the new normal: state-level attacks for $200 a month

PHP2Shell, a CVSS 10.0 GitLab flaw, eMudhra, Railway, and OpenCode: five incidents in five days. Frontier AI has made elite attack capability cheap. Here is what being secure means now.

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Insight8/28/20267 min read

Your AI strategy cannot depend on someone else’s permission

Fable, Mythos, and Cursor lost access routes because of decisions outside their customers’ control. Here is why your company needs to own the layer that lets it switch models without rebuilding everything.

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Insight8/25/20267 min read

How to Run Grok 4.6 in Codex and Claude Code on Amazon Bedrock

Run Grok 4.6 in Codex and Claude Code through Amazon Bedrock, with gateway configuration, caching, and cost analysis from 334 coding requests.

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Insight7/27/20267 min read

A Codex cache bug: 2.5× the cost in our Bedrock replay

A GPT-5.6 replay on Bedrock Mantle exposed failed prefix reuse between sessions. Fixing the breakpoint and key cut replay cost by 59%.

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Insight7/24/20264 min read

One Month In: What It Takes to Operate at the Speed of AI

AI-native transformation is not a chatbot or an engineering project. It is an operating-model redesign—led from the top and won in the details.

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Insight7/8/20267 min read

Governing Claude Code, Desktop, and Codex behind one Bedrock gateway

AWS validated the gateway pattern for Claude Code and Claude Desktop.

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Insight6/30/20269 min read

Claude Sonnet 5 on Amazon Bedrock: Cost and Model Choice

Compare Sonnet 5 and Opus 5 pricing, model IDs, and context limits, then plan an evaluation of cost per accepted result.

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Insight6/24/20268 min read

Claude Tag in Slack for AWS teams

Understand Claude Tag identity, tool access, and data boundaries in Slack: Anthropic-hosted sessions, ZDR exclusion, and the role of AWS controls.

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Insight6/23/202612 min read

AWS Lambda MicroVMs for AI agents

Evaluate AWS Lambda MicroVMs for AI-agent sandboxes: lifecycle, isolation, networking, costs, and image-version rollback.

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Insight6/3/202612 min read

NVFP4 Inference on Blackwell SM120 GPUs: vLLM, FlashInfer & What Worked

Field notes from serving a large ModelOpt NVFP4 model on Blackwell SM120 GPUs with vLLM, FlashInfer, FP8 KV cache, speculative decoding, and production-shaped benchmarks — including the target/drafter boundary that made…

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Insight5/29/202612 min read

Claude Opus 4.8 Is a Benchmark Literacy Test

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.

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Insight5/19/20268 min read

Governed AI Agent Sandbox on AWS: Architecture, MCP, and Controls

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.

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Insight5/7/20269 min read

AWS MCP Server: Secure, Governed AWS Access for AI Agents

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

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Insight4/20/20264 min read

Amazon Just Deepened Its Bet on Anthropic. Here Is What It Actually Means for AWS Customers.

Amazon invested $5 billion in Anthropic this month, with the option for $20 billion more.

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Insight4/16/20263 min read

Claude Opus 4.7 on Amazon Bedrock: migration notes

Understand the Opus 4.7 migration: token usage, tool behavior, and regression tests before changing a model already in production.

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Insight4/8/20266 min read

NVIDIA GTC 2026: What Actually Matters for AI Teams Building on AWS

NVIDIA GTC 2026 marked a decisive shift from training to inference.

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Insight2/2/20267 min read

No-Code Generative AI: Building Automation Agents with Quick Flows and Quick Automate

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…

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Insight2/2/20268 min read

The Cloud Paradox: Why Your Multi-Million Dollar Cloud Strategy Still Looks Like an Old School Data Center

The narrative of the last decade has been dominated by a singular, overwhelming directive: Move to the Cloud.

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Insight2/2/20267 min read

The Architecture of Autonomy: Why Your App Platform Can’t Handle Frontier Agents

By Paulo Frugis – Elevata’s CTO We are witnessing a quiet but violent shift in the software landscape.

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Insight9/30/20254 min read

Amazon Q Business + Zoom: Bring Company Knowledge Into Every Meeting

The Amazon Q Business and Zoom AI Companion integration puts trusted company knowledge inside live meetings. It reduces context switching, respects existing permissions, and helps teams make faster, better decisions.

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Insight9/15/20255 min read

Beyond the Hype: How to Turn Your Data into a Competitive Advantage with Generative AI

Generative AI becomes a real competitive advantage when it is grounded in proprietary data, not generic public models.

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Insight9/15/20253 min read

Generative AI: The Strategic Path to Efficiency, Scale, and Innovation

Generative AI is moving from proof of concept to operating model.

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Insight9/15/20252 min read

What Are AI Agents? The Technology Reshaping Business Operations

AI agents are autonomous systems that interpret context, gather data, and act toward a goal.

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Insight3/24/20253 min read

The Growth of Artificial Intelligence Adoption Today

Artificial intelligence has become one of the most transformative technologies in business, driven by better infrastructure, broader data availability, and a growing need for efficiency, automation, and innovation.

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