Guides

Practical tutorials and playbooks for building with AI coding agents.

Model routing: right model, right job, right price
models

Model routing: right model, right job, right price

Model routing sends each request to the model that fits the job, so routine work stops billing at frontier prices. How it works, what to measure, and how to run it.

7 min read

MCP for coding agents: how agents plug into your stack
integrations

MCP for coding agents: how agents plug into your stack

MCP connects coding agents to your databases, tickets, docs, and error trackers. Which servers to start with, and how to add one in minutes.

8 min read
AI code review: more context, fewer bugs
code review

AI code review: more context, fewer bugs

AI code review only helps with real codebase context. What changed as agents grew, what to measure, and how to run Bugbot and Agent Review.

8 min read
Maximizing return on intelligence
Strategy

Maximizing return on intelligence

Engineering teams are past their AI budgets and still accelerating. Seven questions on cheaper models, cloud agents, metrics, budgets, and coaching.

8 min read

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