Daily Agentic Field Watch - 2026-07-12 21:00 UTC

• GitHub Copilot CLI 1.0.71-0 added pinned prompts in /settings, Repo/Repo(local) scope tabs, lighter default validation guidance, better shell/session handling, and stricter validation for custom agent names and tool allow/deny patterns. Source: https://github.com/github/copilot-cli/releases
• GitHub Copilot SDK v1.0.7-preview.2 moved the Rust SDK to in-process cdylib hosting via Transport::InProcess, and the Java release now embeds the Rust runtime instead of requiring Node.js. Source: https://github.com/github/copilot-sdk/releases
• Microsoft Foundry IQ is now inside Copilot Studio, so enterprise teams can wire Foundry IQ directly into agent settings as the knowledge layer behind Copilot agents. Sources: https://techcommunity.microsoft.com/blog/azure-ai-foundry-blog/foundry-iq-is-now-in-copilot-studio-bring-your-enterprise-data-to-every-agent-co/4534635 ; https://www.reddit.com/r/copilotstudio/comments/1tay33l/improve_rag_performance/
• Microsoft Research’s Memora is a fresh long-horizon memory stack for agents that separates stored memory values from indexed abstractions and cue anchors; the GitHub repo is the official code drop and already has visible early traction. Sources: https://www.microsoft.com/en-us/research/blog/memora-a-harmonic-memory-representation-balancing-abstraction-and-specificity/ ; https://github.com/microsoft/Memora ; https://arxiv.org/abs/2602.03315
• Microsoft also previewed a more agentic Azure Content Understanding path for complex documents, with a new synchronous Read/Layout API and an “agentic understanding mode” coming in July. Source: https://devblogs.microsoft.com/foundry/whats-new-in-azure-content-understanding-at-build-2026/