Topic

capacity planning

Every THE D[AI]LY BRIEF article on capacity planning — enterprise AI analysis, benchmarks, vendor comparisons, and ROI frameworks for technology and business leaders. Updated as new coverage publishes.

retry budgets

Copilot Retried Into GitHub's Outage. Cap Your Agents.

GitHub's CTO says a client-side retry loop in Copilot increased traffic during recovery from the August 17 outage, which ran 7 hours 47 minutes after a Central US data center component failed to scale with peak throughput. GitHub is now adding retry budgets across service-to-service calls. Your agent fleet has none.

August 22, 2026 · 15 min read
AMD

AMD Bought Taalas. Now Name the Model You'd Freeze.

AMD signed a definitive agreement on August 6 to buy Taalas, whose chips etch model weights into mask ROM so one chip serves exactly one model. The business model assumes a one-year hardware life, which makes the cheapest inference tier available only to workloads whose model you can name and freeze.

August 8, 2026 · 13 min read
capacity planning Articles | THE D*AI*LY BRIEF