11 articles

Blog & deep dives

Production notes from AI systems, full-stack apps, mobile products, and Meta Ads campaigns.

All postsAIAI EngineeringAI PlatformAgentic AIApp StoreArchitectureAutomationConversion APIExpoFacebook AdsFuture of AIGPT-4Generative AILLMMarketingMeta AdsMobileMulti-TenantNext.jsNo-CodeNode.jsOpenAIProductionPrompt EngineeringReactReact NativeReal-TimeRedisSaaSSocket.ioTool CallingTypeScriptWebSocketiOS
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