Rob Helmer's blog posts matching the tag: llms

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AI Analytics Dashboard — Automated Report Generation from Website Data

6/24/2025 · 5 min read

AI-Powered Analytics Reports — Read Your Umami Data with MCP

Automate analytics reporting with AI using MCP Python SDK, Google Gemini, and Umami. Intelligent insights from your website data with natural language queries.

2/21/2026 · 4 min read

Agent-Driven Engineering: My 2026 Formal Spec Workflow

Augmenting CI/CD with continuous agency. Using formal specs to power autonomous AI agents and accelerated playtesting.

Architecture diagram: Telegram and EventBridge invoke AWS Lambda; DynamoDB, S3, AgentCore Memory, and DeepSeek API persist and power the Hermes agent.

5/17/2026 · 7 min read

Running Hermes on AWS Lambda: Serverless AI Agents

Porting Hermes to AWS Lambda with DynamoDB chat history, S3 skills, EventBridge cron, and Telegram webhooks—the same agent loop without an always-on server.

Diagram showing specification feeding autonomous agents that generate code and infrastructure.

1/1/2026 · 8 min read

My 2026 Web Development Workflow: Agent-Driven Engineering

Explore my 2026 agent-driven workflow, a shift from CI/CD. This post details using AI agents and formal specifications to build modern websites.

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