02DISCUSS
Delegated agent identityLinear and GitHub13 Aug
Linear and GitHub wired agents into existing permissions.
Linear now verifies supported Anthropic-agent users through Okta and applies their existing Linear permissions. GitHub added controls to restrict plugins and marketplaces and allow or block MCP servers.
Decision affectedDecide whether agents inherit the requesting user's identity and permissions, and how least privilege, auditability, and admin control work.
My readThe enterprise pattern is deliberately familiar. Agents should inherit existing identity and permissions with narrower delegation. Adding AI first and authorization later leaves two control planes to reconcile.
03MONITOR
Persistent agent memoryGitHub11 Aug
Copilot memory is now product state.
GitHub released Copilot memory for JetBrains. It can retain and recall project details or preferences across agent chat sessions, and users can control it in settings.
Decision affectedDefine what memory stores, its scope and visibility, how users correct or delete it, and how permissions affect recall.
My readMemory looks like convenience and behaves like stored product data. A setting is a start, but the lifecycle needs correction, deletion, scope, permissions, and support for wrong or sensitive recall.
04DISCUSS
AI product economicsGitHub11 Aug
AI cost is becoming attributable.
GitHub's AI usage reports added a per-model breakdown for input, output, cache-read, and cache-write tokens alongside AI credits consumed.
Decision affectedConnect model and token costs to workflows, successful outcomes, customer segments, and routing choices.
My readThe useful shift is explainability, not a better billing export. Token accounting is the raw material. Cost per successful workflow is the product metric.