Engineering·Dec 2025· 10 minWerner Vogels’ Last re:Invent Keynote and the Six Qualities That Define Developers in the AI EraHis answer: absolutely not, if you evolve.
Engineering·Nov 2025· 18 minAI, Quotes and Vibecoding: How To Compare Software Proposals In 2026Contracts with SLAs, uptime guarantees, or legal liability.
Engineering·Oct 2025· 14 minTrying ChatGPT Atlas? Here’s How to Run It Even If You Don’t Own a Mac with Apple SiliconSetup:
Engineering·Oct 2025· 9 minHow to Keep a Copy of Your CodeCrafters Project on GitHub (While Still Pushing to CodeCrafters)You’ll see something like:
Engineering·Oct 2025· 18 minGenAI Doesn’t Learn by Magic: What ‘Learning’ Means, How It Happens, and What It CostsYour stakeholder asked a reasonable question: “Will the AI system learn from our users and improve over time?” You said yes, because that sounds right.…
Engineering·Oct 2025· 12 minAI and Automation Are Redefining Risk and Compliance: Is Latin America Ready?Consider a typical scenario: A compliance team processes 10,000 transactions in a month. They flag 847 for manual review. Analysts spend three weeks…
Engineering·Oct 2025· 14 minEdge AI with AWS: IoT Greengrass vs Lambda@Edge for Production DeploymentsYour AI model needs to run closer to users. Latency from round-tripping to us-east-1 kills the user experience. You investigate AWS edge options and find…
Engineering·Oct 2025· 11 minAWS AI Infrastructure: Inferentia2 vs Trainium vs GPU for Production WorkloadsYour AI model runs great on a GPU instance in development. You deploy to production. Then finance asks why you’re spending $15,000/month on compute when AWS…
Engineering·Oct 2025· 12 minThe Real Cost of Running AI Models on AWS: SageMaker Inference Deep DiveYour AI model works perfectly in development. You deploy it to production. Three weeks later, your AWS bill arrives and SageMaker costs are 4x what you…
Engineering·Oct 2025· 9 minDeploying AI on AWS: SageMaker vs Bedrock vs Lambda – Which One WhenHere’s a fast rule-of-thumb to guide your initial choice:
Engineering·Oct 2025· 8 minAWS Lambda Cold Start Optimization in 2025: What Actually WorksThree approaches work, each with different tradeoffs.
Engineering·Oct 2025· 5 minUnlocking the Future of Real Estate Tokenization: RedSwan and ZirconTech at Stellar Meridian Rio 2025RedSwan Leads the Way with Real Estate Tokenization and ZirconTech integrates Stellar on its Blockchain Accelerators
