10 articles published

Blog & Deep Dives

Real-world patterns from building production AI systems, full-stack apps, and mobile products.

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Agentic AI vs Traditional Automation: What's Actually Different (With Real Code)
Agentic AILLM

Agentic AI vs Traditional Automation: What's Actually Different (With Real Code)

The real technical difference between traditional automation and agentic AI — with production code from a voice campaign platform calling 1000+ leads per day.

Nov 10, 20257 min read
Prompt Engineering Patterns That Actually Work in Production
Prompt EngineeringLLM

Prompt Engineering Patterns That Actually Work in Production

7 prompt engineering patterns I use in production AI systems — three-layer prompts, chain of thought, Zod output constraints, persona anchoring, context compression, temperature tuning, and prompt versioning.

Jul 30, 20259 min read