Strategy
Cost Controls for Multi-Model AI Products
5 min read
Simple controls for model routing, token budgets, and caching that protect margin as usage scales.
Published
Latest Signals
Insights
Production notes on AI systems, WordPress infrastructure, and SuperControl websites. No fluff, just signal.
Engineering
Testing Strategies for AI-Generated Code
6 min read
A layered testing approach that keeps AI-generated code fast to ship and safe to run.
Published
Engineering
Observability for AI Coding Agents
6 min read
The telemetry stack you need to debug agent behaviour, tool calls, and regression risks in production.
Published
Engineering
Prompt Versioning for Engineering Teams
5 min read
Treat prompts as production artefacts with versioning, tests, rollback, and ownership.
Published
Engineering
Hybrid Human-AI Code Review Patterns
6 min read
A review model that uses AI for speed and humans for judgment, security, and architectural quality.
Published
Careers
AI Coding Jobs and Skills in 2026
5 min read
What companies now expect from AI-assisted engineers, and how teams can hire for production impact.
Published
Strategy
AI Coding Tools Landscape 2026
7 min read
How to evaluate AI coding tools by reliability, cost, governance, and developer experience.
Published
Engineering
Claude Code Workflows That Scale
6 min read
A practical workflow for using Claude in real engineering teams, from task shaping to safe rollout.
Published
Engineering
AI Engineering Design Patterns
6 min read
In the ever-evolving landscape of artificial intelligence, AI engineering design patterns have emerged as essential tools for developers designing rob...
Published
Engineering
AI Engineering Best Practices
5 min read
In the rapidly evolving world of artificial intelligence, engineering teams are constantly challenged to keep pace with the latest advancements. Under...
Published
Engineering
Advanced AI System Patterns
6 min read
In the rapidly evolving landscape of artificial intelligence, understanding advanced AI system patterns is crucial for developing robust, scalable, an...
Published
Engineering
Cost-effective Model Selection
5 min read
Selecting the right AI model is a critical step in developing intelligent systems, but it often presents a significant cost challenge. With the rapid...
Published
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