Dwelvin Morgan

Creator of Social Craft AI and Prompt Optimizer. Solo dev, AI enthusiast and continuous learner. SocialCraft AI: https://www.socialcraftai.app/ Prompt Optimizer: https://promptoptimizer.xyz/

United States Joined on Jan 26, 2026 https://promptoptimizer.xyz

Cover image for Your AI Optimizer Doesn't Read Your Mind—Until Now: Introducing IntentFrame

Dwelvin Morgan

May 22

Your AI Optimizer Doesn't Read Your Mind—Until Now: Introducing IntentFrame

#promptengineering #ai #agents #automation

4 min read

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Dwelvin Morgan

May 19

Prompt Optimizer: Does Prompt Engineering Matter in 2026?

#ai #saas #promptoptimizer #productivity

7 min read

Cover image for 10 Prompt Patterns That I Actually Use in Production

Dwelvin Morgan

May 12

10 Prompt Patterns That I Actually Use in Production

#ai #tech #promptengineering #automation

5 min read

Dwelvin Morgan

May 8

Building An Mcp Native Prompt Tool Architecture

#ai #productivity #machinelearning #python

4 min read

Dwelvin Morgan

May 6

What's new in Prompt Optimizer: latest features and improvements

#ai #saas #promptoptimizer #devops

8 min read

Cover image for I spent weeks "Hardening" my AI agents. I’m reasonably sure I’ve moved past scripts—but what I found in the architecture was... unexpected.

Dwelvin Morgan

May 4

I spent weeks "Hardening" my AI agents. I’m reasonably sure I’ve moved past scripts—but what I found in the architecture was... unexpected.

#agents #ai #devops #automation

3 min read

Dwelvin Morgan

May 2

What's new in Social Craft AI: latest features and improvements

#ai #socialmedia #contentwriting #automation

8 min read

Dwelvin Morgan

May 2

Why Accurate Context Detection is Key for LLM Success

#ai #productivity #machinelearning #python

3 min read

Cover image for The SocialCraft AI Rendering Lifecycle: From Prompt to MP4

Dwelvin Morgan

Apr 28

The SocialCraft AI Rendering Lifecycle: From Prompt to MP4

#ai #programming #devops #testing

5 min read

Cover image for Why Your LinkedIn Posts Aren't Getting Engagement (And the Actual Fix)

Dwelvin Morgan

Apr 26

Why Your LinkedIn Posts Aren't Getting Engagement (And the Actual Fix)

#ai #productivity #webdev #startup

3 min read

Dwelvin Morgan

Apr 20

Building an MCP-Native Prompt Tool: Architecture Decisions

#ai #productivity #machinelearning #python

6 min read

Dwelvin Morgan

Apr 20

The Content Creator's Guide to Never Running Out of Ideas

#ai #productivity #webdev #startup

7 min read

Dwelvin Morgan

Apr 12

Building Social Craft AI: A Full-Stack Solution for Automated Social Media Management

#javascript #ai #productivity #webdev

3 min read

Cover image for Prompt Engineering in 2026: From Craft to Production Infrastructure

Dwelvin Morgan

Apr 8

Prompt Engineering in 2026: From Craft to Production Infrastructure

#ai #tech #agents #promptengineering

5 min read

Cover image for Session Budget Check skill.md and how it could save usage and costs.

Dwelvin Morgan

Apr 7

Session Budget Check skill.md and how it could save usage and costs.

#ai #programming #devops #claude

5 min read

Dwelvin Morgan

Mar 29

AI overly affirms users asking for personal advice

#ai #tech #techresearch #ux

1 min read

Dwelvin Morgan

Mar 29

Why I Chose Remotion + FFmpeg for Server-Side Video Rendering

#ai #tech

6 min read

Cover image for We need to stop treating Prompt Engineering like "dark magic" and start treating it like software testing.

Dwelvin Morgan

Mar 23

We need to stop treating Prompt Engineering like "dark magic" and start treating it like software testing.

#ai #programming #devops #testing

4 min read

Dwelvin Morgan

Mar 18

Why 90% of your LinkedIn network is already cold (and the half-life model that explains it)

#career #networking #productivity #careerdevelopment

2 min read

Dwelvin Morgan

Mar 10

Strategic Content Integration: Authority Monitor and NotebookLM Product Guru

#ai #automation #productivity #rag

3 min read

Dwelvin Morgan

Mar 6

The 2026 Guide To Cutting Your Ai Api Bill By 40% Prompt Optimizer

#ai #productivity #machinelearning #python

3 min read

Dwelvin Morgan

Mar 6

Intent Engineering: How Value Hierarchies Give Your AI a Conscience

#ai #llm #machinelearning #softwareengineering

5 min read

Cover image for How D2C Brands Are Posting 5x More Without Hiring Anyone New

Dwelvin Morgan

Mar 5

How D2C Brands Are Posting 5x More Without Hiring Anyone New

#ai #productivity #webdev #startup

3 min read

Cover image for How We Built Relationship Half Life Tracking Into Social Craft Ai

Dwelvin Morgan

Mar 1

How We Built Relationship Half Life Tracking Into Social Craft Ai

#ai #productivity #webdev #startup

3 min read

Dwelvin Morgan

Mar 1

Building An MCP Native Prompt Tool

#ai #productivity #machinelearning #python

2 min read

Cover image for How We Achieved 91.94% Context Detection Accuracy Without Fine-Tuning

Dwelvin Morgan

Feb 26

How We Achieved 91.94% Context Detection Accuracy Without Fine-Tuning

#ai #productivity #machinelearning #python

5 min read

Cover image for Why your AI keeps ignoring your safety constraints (and how we fixed it by engineering "Intent")

Dwelvin Morgan

Feb 25

Why your AI keeps ignoring your safety constraints (and how we fixed it by engineering "Intent")

3 min read

Dwelvin Morgan

Feb 5

Reducing LLM API Costs by 43%: A Technical Deep-Dive into Intelligent Prompt Routing

#ai #apigateway #llm #costoptimization

5 min read

Forem

Dwelvin Morgan

Badges

Writing Debut

Currently hacking on

Your AI Optimizer Doesn't Read Your Mind—Until Now: Introducing IntentFrame

Want to connect with Dwelvin Morgan?

Prompt Optimizer: Does Prompt Engineering Matter in 2026?

10 Prompt Patterns That I Actually Use in Production

Building An Mcp Native Prompt Tool Architecture

What's new in Prompt Optimizer: latest features and improvements

I spent weeks "Hardening" my AI agents. I’m reasonably sure I’ve moved past scripts—but what I found in the architecture was... unexpected.

What's new in Social Craft AI: latest features and improvements

Why Accurate Context Detection is Key for LLM Success

The SocialCraft AI Rendering Lifecycle: From Prompt to MP4

Why Your LinkedIn Posts Aren't Getting Engagement (And the Actual Fix)

Building an MCP-Native Prompt Tool: Architecture Decisions

The Content Creator's Guide to Never Running Out of Ideas

Building Social Craft AI: A Full-Stack Solution for Automated Social Media Management

Prompt Engineering in 2026: From Craft to Production Infrastructure

Session Budget Check skill.md and how it could save usage and costs.

AI overly affirms users asking for personal advice

Why I Chose Remotion + FFmpeg for Server-Side Video Rendering

We need to stop treating Prompt Engineering like "dark magic" and start treating it like software testing.

Why 90% of your LinkedIn network is already cold (and the half-life model that explains it)

Strategic Content Integration: Authority Monitor and NotebookLM Product Guru

The 2026 Guide To Cutting Your Ai Api Bill By 40% Prompt Optimizer

Intent Engineering: How Value Hierarchies Give Your AI a Conscience

How D2C Brands Are Posting 5x More Without Hiring Anyone New

How We Built Relationship Half Life Tracking Into Social Craft Ai

Building An MCP Native Prompt Tool

How We Achieved 91.94% Context Detection Accuracy Without Fine-Tuning

Why your AI keeps ignoring your safety constraints (and how we fixed it by engineering "Intent")

Reducing LLM API Costs by 43%: A Technical Deep-Dive into Intelligent Prompt Routing