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6 min read

Tokenmaxing Is Out: What Frugal AI Means for Salesforce Developers and Architects

Burning tokens isn't a productivity metric, it's a cost center. Here's how the frugal AI shift translates into concrete architecture decisions on Salesforce projects.

#ai#llm#salesforce#architecture#developer-tools
5 min read

Claude Code Hooks: Guardrails for Your Salesforce Dev Workflow

Hooks let you enforce behavior in Claude Code instead of hoping the model does the right thing. The mental model, three Salesforce-specific hooks, and why this matters more in Salesforce than in most stacks.

#claude-code#salesforce#ai#automation#developer-tools
5 min read

The Four Stages of AI-Assisted Coding

Not all AI-assisted coding is equal. From pure vibe coding to production-grade agentic engineering — here's a framework for where you actually stand and where you should aim.

#ai#agentic-coding#claude-code#developer-tools#software-engineering