Context Mode Insight vs Introducing Langy

An open-source MCP plugin (300,000+ developers) and a commercial Platform that builds Solutions on top. context-mode keeps raw data out of the LLM context window. Insight...

Langy is an automated AI engineer inside LangWatch: it reads your traces, writes Scenario tests and evaluations, opens PRs, and proves every fix in your CI.

About Context Mode Insight

An open-source MCP plugin (300,000+ developers) and a commercial Platform that builds Solutions on top. context-mode keeps raw data out of the LLM context window. Insight surfaces what your team is doing with the saved tokens. Works on Claude Code, Cursor, Copilot, Codex, Gemini, and 12 more. Solutions that show you what your team is doing with the AI tools they already run. Every gh issue list, every grep, every file read piles into the conversation and gets re-sent every turn.

About Introducing Langy

Langy is an automated AI engineer inside LangWatch: it reads your traces, writes Scenario tests and evaluations, opens PRs, and proves every fix in your CI. It is a full coding agent: it reads your production traces, writes Scenario tests and evaluations against what it finds, connects to your GitHub, opens a pull request on your actual codebase, and proves the change by running the simulations it wrote in your CI. You talk to it where your evaluation results already live, and what comes back is a diff with green checks attached.