Welcome to @HGInsights AI Labs. At HG Insights, we research, build, and ship the tooling that lets us work faster and more reliably with AI, then open source it so others can too.
If it's AI research, agentic coding infrastructure, or usage/cost analysis for running AI in production, it probably started here.
Applied experiments and findings from our internal AI Labs.
Harnesses, hooks, skills, and automated review loops for agentic coding.
claude-code-setup— production-tested Claude Code harness config: hooks, skills, subagents, automated review loops
Cost and consumption visibility for AI systems in production.
claude-code-audit— audits a Claude Code setup for cost efficiency: reads local transcripts, reports where spend went and what to changeclaude-consumption-analysis— Claude consumption analysis tooling for non-engineering uses
Interested in joining us? Check out our Careers page.
Earlier platform-engineering work
Elixir/Phoenix/Snowflake libraries built for our core platform — kept for reference, no longer actively maintained.
Interested in joining us? Check out our Careers page.