Stories from the gateway
AI Agents
Agent Sandboxing: Containers, gVisor and microVMs
An agent that runs code needs a blast radius, not trust. How containers, gVisor and microVMs differ, and the network and credential controls that matter.
· 9 min read
Cost & Pricing
AI on a Student or Solo Developer Budget
You do not need a frontier model for most of what you do. A practical guide to getting real work done on AI when the budget is small and the meter is scary.
· 8 min read
AI Agents
AI vs AI Agent: What Actually Changes When You Add a Loop
· 8 min read
Guides
Aider Setup Guide: Any OpenAI-Compatible Endpoint
· 8 min read
Guides
Automating Code Review With LLMs Without Drowning in Noise
· 9 min read
Cost & Pricing
Batching Requests to Save Money: When It Pays
· 8 min read
Models
Best Model for Code Review: Optimise for Precision, Not Recall
· 9 min read
Models
Best Model for Debugging: Judge It on How It Handles Being Wrong
· 9 min read
Models
Best Model for Test Generation: Coverage Is Not the Metric
· 9 min readGuides
Building a Chatbot From Scratch: The Parts Nobody Mentions
· 9 min read
AI Agents
Building Your First Agent: A Loop, Three Tools, One Guard
· 8 min readGuides
Choosing an AI Provider: The Questions to Ask
· 9 min readGuides
Cline Setup Guide: Pointing It at a Custom Endpoint
· 8 min read
Cost & Pricing
Context Window Cost Tradeoffs: Bigger Is Not Free
· 8 min readReady to start?
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