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Tags: AI agents
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Self-improving code for any git repo: give it a measurable goal, a coding agent (Claude Code or Aider) proposes changes, the kernel scores them, keeps winners and rolls back failures. Open-source AlphaEvolve / FunSearch-style evolution loop, sandboxed, with an auditable ledger.

TranslatedLiterature review and multi-model review for a research idea, with a self-contained HTML report. Searches papers, reads full texts, assesses quality, finds gaps, writes a proposal, then brings in another vendor's model for a meta-review, and outputs one HTML report.

EGC gives every AI coding agent the same brain. Shared memory, skills, and live context across Cursor, Claude Code, Copilot, Aider, and 29 AI coding tools with zero configuration. Every tab, terminal, and AI stays automatically synchronized. One brain. Everywhere.