DEV Community

Ryan Cole profile picture

Ryan Cole

Software engineer working on AI. I run slowly, cook without measuring, and spend too long picking a movie. Always up for a good sci-fi book.

Joined Joined on 
Running GLM-5.3-Flash Locally: Memory Budgets, Runtime Choices, and Working Commands
ryancole1 profile

Running GLM-5.3-Flash Locally: Memory Budgets, Runtime Choices, and Working Commands

#ai #agents #opensource
Comments
9 min read
Building Short Videos with Sora 2’s Native Audio
ryancole1 profile

Building Short Videos with Sora 2’s Native Audio

#ai #agents #opensource
Comments
7 min read
Building Short Midjourney V1 Videos with an Image-to-Video API
ryancole1 profile

Building Short Midjourney V1 Videos with an Image-to-Video API

#ai #agents #opensource
Comments
6 min read
How I’d Choose Between GPT-Image-2.5 and Nano Banana 2 for Production
ryancole1 profile

How I’d Choose Between GPT-Image-2.5 and Nano Banana 2 for Production

#ai #agents #opensource
Comments
9 min read
Free ChatGPT for Students: What I’d Check Before Paying for Plus
ryancole1 profile

Free ChatGPT for Students: What I’d Check Before Paying for Plus

#ai #agents #opensource
Comments
5 min read
Building a Resilient Multi-Model AI Stack in 2026
ryancole1 profile

Building a Resilient Multi-Model AI Stack in 2026

#ai #agents #opensource
Comments
6 min read
How to Use Midjourney on Discord in 2026
ryancole1 profile

How to Use Midjourney on Discord in 2026

#ai #agents #opensource
Comments
6 min read
How to Update Gemini CLI to the Latest Version: Complete Guide, New Features & Pro Tips
ryancole1 profile

How to Update Gemini CLI to the Latest Version: Complete Guide, New Features & Pro Tips

#ai #agents #opensource
Comments
9 min read
Claude Sonnet 5: What the Leaks Mean for Developers
ryancole1 profile

Claude Sonnet 5: What the Leaks Mean for Developers

#ai #agents #opensource
Comments
7 min read
Integrating GPT-5.6: API Access, Real Costs, and Fallback Design
ryancole1 profile

Integrating GPT-5.6: API Access, Real Costs, and Fallback Design

#ai #agents #opensource
Comments
6 min read
One OpenAI Client, Multiple Models: What I Check Before Shipping
ryancole1 profile

One OpenAI Client, Multiple Models: What I Check Before Shipping

#ai #agents #opensource
Comments
7 min read
Gemini 4 Pro’s Leaked Scores: What I’d Check Before Switching Models
ryancole1 profile

Gemini 4 Pro’s Leaked Scores: What I’d Check Before Switching Models

#ai #agents
Comments
7 min read
Claude Opus 5 Rumors: What I’d Evaluate Before Switching Models
ryancole1 profile

Claude Opus 5 Rumors: What I’d Evaluate Before Switching Models

#ai #agents
Comments
6 min read
Claude Fable 5.1 Benchmark Results: The Gains Are Mostly in Execution
ryancole1 profile

Claude Fable 5.1 Benchmark Results: The Gains Are Mostly in Execution

#ai #agents
Comments
9 min read
Choosing a Replicate Alternative Starts With the Workload
ryancole1 profile

Choosing a Replicate Alternative Starts With the Workload

#ai #agents #opensource
Comments
6 min read
Claude Opus 5 Integration Notes: Endpoints, Token Budgets, and Routing
ryancole1 profile

Claude Opus 5 Integration Notes: Endpoints, Token Budgets, and Routing

#ai #agents #opensource
Comments
6 min read
How I Would Choose a Production Video API in August 2026
ryancole1 profile

How I Would Choose a Production Video API in August 2026

#ai #agents
Comments
7 min read
Muse Spark 1.2: Evaluate the Coding Agent, Not Just the Model
ryancole1 profile

Muse Spark 1.2: Evaluate the Coding Agent, Not Just the Model

#ai #agents
Comments
8 min read
ChatGPT Images 2.5: Where Free Creation Ends and API Billing Starts
ryancole1 profile

ChatGPT Images 2.5: Where Free Creation Ends and API Billing Starts

#ai #agents #opensource
Comments
7 min read
Integrating Claude Fable 5.1 Without Breaking Your Agent Workflow
ryancole1 profile

Integrating Claude Fable 5.1 Without Breaking Your Agent Workflow

#ai #agents
Comments
9 min read
DeepSeek Harness vs Claude Code: Choosing an Agent Runtime, Not Just a Model
ryancole1 profile

DeepSeek Harness vs Claude Code: Choosing an Agent Runtime, Not Just a Model

#ai #agents
Comments
7 min read
Claude Opus 5.2: What the Claude Code Gray-Scale Tests Actually Suggest
ryancole1 profile

Claude Opus 5.2: What the Claude Code Gray-Scale Tests Actually Suggest

#ai #agents #opensource
Comments
7 min read
Testing GPT-6 Astra Without an Upfront API Bill
ryancole1 profile

Testing GPT-6 Astra Without an Upfront API Bill

#ai #agents
Comments
7 min read
Qwen-Image-3.0: Where I’d Use It for Text-Heavy Images and Editing
ryancole1 profile

Qwen-Image-3.0: Where I’d Use It for Text-Heavy Images and Editing

#ai #agents
Comments
9 min read
GPT-Image-2.5 in Production: Default to Flare, Escalate to Sunburst
ryancole1 profile

GPT-Image-2.5 in Production: Default to Flare, Escalate to Sunburst

#ai #agents #opensource
Comments 1
9 min read
GPT-6 Astra vs GPT-5.6 Sol: Choosing by Completed Work, Not Model Age
ryancole1 profile

GPT-6 Astra vs GPT-5.6 Sol: Choosing by Completed Work, Not Model Age

#ai #agents #llm
Comments
10 min read
How I’d Build a Production Image Generation Queue with One API
ryancole1 profile

How I’d Build a Production Image Generation Queue with One API

#ai #python #api #webdev
Comments
3 min read
loading...