TEDWARD.NET · A WEEKLY DEV BLOG BY TED WARD
Dispatches from the sharp end of AI & software.
SHOWING 6 / 57 DISPATCHES — TOPIC: LLM
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The Expert's Trap: Why Seniority is Stalling AI Adoption
Deep seniority in traditional coding is becoming a barrier to AI innovation. While many veterans use AI merely for boilerplate, non-traditional developers are building agentic systems by rethinking the very nature of software orchestration.
The AI API Trap: Why Enterprises Will Pivot to On-Prem, Specialised Models
The enterprise AI honeymoon is ending. As token costs spiral and vendor lock-in tightens, companies are turning to on-premise Small Language Models to regain control, security, and cost efficiency.
The Ghost in the Machine: Why 1980s Architecture Lessons Define the AI Era
History is repeating itself in the engineering world. Just as AutoCAD revolutionised the drafting board, AI is transforming software engineering, but only for those who shift from writing code to orchestrating complex systems.
The Hidden Cost of Convenience: What Your AI Chatbot Vendor is Actually Doing with Your Data
When you plug an off-the-shelf AI chatbot into your B2B platform, you are not just automating support. You are unknowingly handing your competitor the roadmap to your market, your churn triggers, and your unique business intelligence.
The Death of the Chatbot: Why Modular Agentic Systems are the New Enterprise Standard
The era of the simple chatbot is over. Discover why the shift to Modular Agentic Frameworks is the most significant architectural change since microservices, and learn the four pillars of building reliable enterprise AI systems.