Guides

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

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

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.

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

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

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

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 the deployment stable and why the early peak did not hold under reproduction.

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.

Set up Codex on Bedrock with Sol and compare GPT-6 Astra availability, model IDs, regions, pricing, and client support.

Configure Claude Code and Desktop on Bedrock with Sonnet 5, Opus 5, AWS SSO, and approved inference profiles. Compare Invoke and Mantle controls before rollout.

Managing or migrating to the cloud is a critical step for many companies, but lean teams often face unpredictable costs, weak governance, and difficulty scaling. With the right strategy, those barriers can become a foundation for growth instead of a brake on it.

Technology is at the center of modern business, but fast growth often leaves companies with complex, poorly documented IT environments. Before migrating to the cloud, adopting AI, or scaling digital operations, you need a clear assessment of where you stand.

A guide to AWS Activate, proofs of concept, Incremental Workloads, and MAP for startups at different stages of growth.

An archive of AWS Summit São Paulo 2025 covering event facts, the keynote, major tracks, and themes that remain relevant.

AWS gives teams a practical path to build GenAI applications with the right foundation for security, scalability, and responsible adoption, while incentive programs can reduce the cost of experimentation.

Amazon Q Developer Pro can help AWS engineering teams ship faster with more context, better code quality, and stronger governance across modern delivery workflows.

Checklist for secure cloud migration covering core risks, access controls, monitoring, compliance, and ongoing hardening. For an AWS-specific guide, see Elevata's secure cloud migration page.

Choosing whether to move to the cloud is a consequential decision. The cloud can improve flexibility, cost efficiency, and collaboration, but it also introduces risks that need to be weighed carefully.