LICUSE JOURNAL Research & field notes

Know your tools.
Keep your work.

Practical guides to AI coding workspaces, context, agent architecture and the real cost of getting code shipped.

START HEREWhat Is Context in an AI Coding Assistant?

A field guide to the evidence an agent actually sees.

01
Alternatives

A better fit for the way you work.

Honest comparisons of AI coding tools, providers, privacy and workflow.

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02
Comparisons

See the tradeoffs clearly.

Permanent, source-linked comparisons of editors and coding agents.

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03
Discovery

Find your AI coding workspace.

Practical buying guides built around real coding tasks and constraints.

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04
Guides

Answers before you switch.

Clear explanations of API keys, local models, context and data flow.

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05
Learn

How agentic coding works.

The systems behind context selection, tools, memory and safe edits.

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06
Pricing & limits

Know what the work costs.

Plan allowances, provider billing and ways to control AI coding spend.

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