The techniques I built to iterate on a 15-stack CDK platform with AI — readiness judges, phase-by-phase loops, and a self-improving knowledge base that learns from every run.
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Articles about software engineering, web development, and technology.
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A walkthrough of the telephony platform's main features — creating AI voice agents, managing phone numbers, analyzing calls, and integrating via webhooks.
Designing an AI-powered voice agent platform on AWS — from the first sketch to four CDK stacks and a single-table DynamoDB design.
Inside the Lambda that powers multi-turn voice conversations — Bedrock integration, tool use, conversation history, and guardrails.
A TanStack Start dashboard for managing voice agents, reviewing calls, and monitoring analytics — with Vanilla Extract styling and Cognito auth.
How I use a structured spec workflow and research scratchpads to build complex projects with AI — from fuzzy idea to passing test suite.
A walkthrough of the multi-account AWS setup powering this portfolio — Organizations, SCPs, delegated DNS, and serverless deployment.
My first blog post. A quick introduction and what to expect.