Software architect and writer focused on AI systems, agentic design, and the shift from deterministic to adaptive software. Previously led platform teams at a series of startups.
Artificial Intelligence
Software Development
Spring AI vs calling the model yourself: when the framework is worth it
Casey Holt
August 28, 2026
Artificial Intelligence
Software Development
I shipped Spring AI in production. Here’s what I’d do differently next time
Casey Holt
August 28, 2026
Artificial Intelligence
Software Development
LLMs in real Spring projects: what Spring AI actually buys you — and what it doesn’t
Casey Holt
August 28, 2026
Software Architecture
Software Development
Do SOLID principles still matter when AI writes the first draft?
Casey Holt
August 27, 2026
Software Architecture
Software Development
SOLID in 2026: which principles still save you and which ones just add files
Casey Holt
August 27, 2026
Artificial Intelligence
Software Development
What AI already replaced in programming — and what it still can’t touch in 2026
Casey Holt
August 27, 2026
Artificial Intelligence
Software Development
What a year of AI agents taught me that the demos left out
Casey Holt
August 27, 2026
AI & Machine Learning
Software Development
Open-Source AI Models in 2026: What You Can Actually Run Locally
Casey Holt
July 7, 2026
Artificial Intelligence
Software Development
Context Windows in Production: What Product Teams Misunderstand About Transformer Limits
Casey Holt
April 8, 2026
Artificial Intelligence
Gadgets & Consumer Tech
Edge AI in Consumer Gadgets: On-Device Inference vs Cloud in 2026
Casey Holt
April 8, 2026
Artificial Intelligence
SaaS
Solo SaaS Founders and AI Customer Support: What Still Needs a Human in 2026
Casey Holt
April 8, 2026
Artificial Intelligence
Software Development
AI Agent Observation Logs: What You Actually Need to Retain for Debugging
Casey Holt
April 7, 2026
Artificial Intelligence
Software Development
Multi-Agent AI Workflows: Failure Modes When Tools Call Each Other
Casey Holt
April 7, 2026
Artificial Intelligence
Why Human-AI Collaboration Fails When We Treat It Like Delegation
Casey Holt
February 26, 2026
Artificial Intelligence
What AI Agents Can and Can't Do for Your Workflow in 2026
Casey Holt
February 26, 2026
Artificial Intelligence
AI in Education: What's Working in Classrooms Right Now
Casey Holt
February 25, 2026
Artificial Intelligence
Software Development
What Fine-Tuning Your Own AI Model Actually Takes
Casey Holt
February 25, 2026
Artificial Intelligence
What AI Regulation Is Actually Changing for Developers
Casey Holt
February 24, 2026
Artificial Intelligence
What AI Hallucination Rates Actually Mean for Your Workflow
Casey Holt
February 24, 2026
Artificial Intelligence
Software Development
AI Agents vs Traditional Software: What's the Difference?
Casey Holt
February 24, 2026