AI
All artka.dev articles and notes tagged AI: hands-on breakdowns, code examples and lessons learned in production.
- 01
12 CLAUDE.md rules: a practical contract for coding agents
Write verifiable CLAUDE.md instructions for task scope, errors, tests and handoffs. Includes a repository-specific template and a way to evaluate changes.
- 02
A local coding agent with ds4: what to test before buying hardware
ds4 supports multiple models and GPU backends. Check configuration, privacy and task quality before choosing hardware, without relying on unsupported benchmark claims.