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Z Code gives developers a free, high-capacity alternative to Codex — 5 million tokens per day — backed by GLM-5.2, currently the top-ranked open-weights model on the Artificial Analysis Intelligence Index, under a permissive MIT license.
The `give_feedback` pattern fills a blind spot in MCP server observability — telemetry can show which tools fail, but only an agent-callable feedback tool can surface whether the agent actually accomplished its goal or had to work around a gap.
Artifacts replaces static session exports with auto-refreshing, session-aware pages that teams can view collaboratively through a private organizational link.
The upgrade cuts Librarian search time by nearly 3x and cost by 43% with no quality regression, meaning codebase searches that previously took several minutes now complete in under a minute at meaningfully lower cost.
Cursor Automations now respond to GitHub events and can operate cloud agents with computer use, expanding the scope of automated workflows the product supports.
The template removes the manual work of replicating a complex 64-agent, 261-skill Claude Code configuration by packaging it as a one-click, fully isolated microVM fork with the creator's persisted state included.
The release introduces a user-owned, local-first memory layer that persists AI agent context across sessions and tools, directly addressing the session-reset limitation that causes repeated re-explanation of architectural decisions in tools like Claude Code and Cursor.
The tool closes the context-staleness loop that typically degrades AI output in long-running codebases by pairing a Liquid-templated prompt composer with an MCP server that keeps context blocks current.
Ego lite removes the last-mile browser bottleneck for coding agents by letting them operate inside authenticated, real-world browser sessions rather than blank headless profiles where login flows and two-factor authentication break automation.
The addition of GitHub and Slack triggers alongside computer use support expands Cursor Automations beyond its previous trigger set, enabling agents to respond to a broader range of external events.