AI
ML
LLM
GPT
agent
neural
vector
embedding
const
async
await
=>
prompt
context
inference
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🧠
💡
transform
attention
tokens
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agentic
SDLC
workflow
orchestrate
Hi, I'm Rich James

Chief Engineer • AI app and agentic SDLC system builder

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Recent Posts

Vibe Coding Inception via WhatsApp

A story about AI building AI tools that build AI tools that build websites. Meta-circular development through six layers of abstraction, from WhatsApp messages to production deployments.

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Tech Stack

TypeScriptReactNext.jsNode.jsPythonAWSDockerKubernetesPostgreSQLMongoDBGraphQLREST APIsMicroservicesCI/CDTerraformAIagentLLMkubernetesdockerterraformTypeScriptReactNext.jsNode.jsPythonAWSDockerKubernetesPostgreSQLMongoDBGraphQLREST APIsMicroservicesCI/CDTerraformAIagentLLMkubernetesdockerterraform