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Product updates and useful context

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Business & Career
5/31/2026 3 min

GitHub Advanced Security Adds Hard Budget Limits

GitHub Advanced Security now supports hard budget limits, giving enterprise administrators and billing managers a way to block additional license usage after a defined cap is reached.

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Knowledge & Learning
5/31/2026 3 min

Reflective Prompt Tuning Uses Function Calling to Improve Prompts

A new arXiv paper from Megagon Labs describes Reflective Prompt Tuning, a function-calling prompt optimization loop that diagnoses recurring failures before rewriting prompts.

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AI & Automation
5/31/2026 3 min

GitHub Copilot Adds AI Adoption Cohorts to Usage Metrics

GitHub added AI adoption phase cohorts to the Copilot usage metrics API, giving enterprise and organization owners a more practical way to measure movement from code completion to agent workflows.

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Tools & Apps
5/29/2026 3 min

Mem0 SDK Updates Add Safer Cleanup for Superseded Agent Memories

Mem0's Python v2.0.4 and Node v3.0.5 SDK releases add linked-memory deletion controls so superseded agent memories do not resurface after cleanup.

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AI & Automation
5/29/2026 3 min

GitHub Copilot Memory adds repository off switches and CLI controls

GitHub Copilot Memory now has clearer deletion guidance, repository-level controls, and CLI commands, making persistent AI coding context easier to govern.

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Business & Career
5/29/2026 3 min

GitHub Copilot model rules give enterprises finer control over AI coding costs

GitHub's new targeted model rules let enterprise owners decide which Copilot models are available to specific organizations, creating a practical governance layer for AI coding tools.

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