Social Media Promo Packet: AI Exploration Series

This packet contains the core hooks, narratives, and visual context for the 3-part “Uncleji” AI series. Use this as a prompt for an LLM to generate high-quality LinkedIn and Twitter content.

Strategic Context

Goal: Position the author as a “Trusted AI Strategist” who bridges the gap between creative prototypes and enterprise-grade systems. Tone: Authoritative, Insightful, “Builder-Leader” (someone who can code but thinks in strategy). Key Themes: Generative Identity, Infrastructure as a Conversation, Responsible AI by Design.

Post 1: The Spark of an Idea

Title: The Spark of an Idea: Turning AI Hallucinations into a Product Feature Core Hook: The industry is obsessed with eliminating hallucinations. What if we used them as a feature? Key Concept: “Generative Identity Design” – Co-authoring a persona with the AI instead of scripting it. Visuals:

Uncleji Evolution: A collage showing the character’s visual journey.
UI Screenshot: A chat showing the AI’s “unreliable” but charming personality. Takeaway: “If you are only optimizing your AI for accuracy, you might be optimizing away your product’s soul.”

Post 2: Giving the Ghost a Machine

Title: Giving the Ghost a Machine: The Art of Engineering for Creative AI Core Hook: A creative concept is just a ghost. To bring it to life, it needs a machine. Key Concept: “Infrastructure as a Conversation” – Using AI (CLI/MCP) to build the infrastructure for the AI. Visuals:

Architecture Diagram: Cloud Run + Secret Manager + Observability.
Langfuse Trace: Showing the “control panel” for the AI’s mind. Takeaway: “Robust, boring engineering is the most powerful enabler of creative AI.”

Post 3: Responsible AI by Design

Title: Responsible AI by Design: Leadership Beyond the Code Core Hook: The “move fast and break things” mantra is dangerous for AI. Key Concept: “The Bartender Principle” – Personalization without PII (Pseudonymity). Visuals:

Defense Strategy: Rate limiting, WAF, Safety checks.
Privacy System: Hashing phone numbers for session memory. Takeaway: “Your code determines what the product can do. Your guardrails determine what it should do.”

Instructions for Content Generation

LinkedIn: Focus on the “Leadership Lesson.” Use the “Hook-Value-CTA” structure. Tell the story of the transition from “fun demo” to “serious product.”
Twitter: Focus on the “Counter-intuitive Insight.” Use threads to break down the “How-To” (e.g., “Here is the stack I used…”).
Visuals: Always pair the post with one of the key visuals described above.