token efficiency

Code Intelligence Memory: How the System Learns from Past Mistakes (and Saves Tokens)

An AI coding agent that encounters a policy violation for the first time might need several attempts to understand and fix it. An AI coding agent that has seen the same violation three times before should not need to rediscover the solution. More broadly, an organization running AI agents across Read more

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AI Governance Cost Roadmap Technology Explainer

The Agent Proxy: A Checkpoint on Every Request, Response, and Tool Call

Git hooks and agent hooks catch problems at commit time and during active tool calls. But a complete governance picture for AI agents also needs visibility into the traffic flowing between the agent and the AI provider – the prompts being sent, the responses coming back, the tool calls being Read more