Agent Swarm publishes the cleanest production measurement to date: Code Mode delivers a model-invariant ~99.2% dollar cost reduction versus the classic tool loop. Cloudflare (99.9% token cut) and Anthropic (98.7% on Drive→Salesforce) had promised it; it's now reproduced on real workload.
1 h ago 3 3
Days after Kimi K3 went live, Moonshot has paused new paid subscriptions - a rare public admission that a Chinese frontier lab hit its own inference ceiling on launch week.
Jul 19, 2026 at 23:50 14 13
Two recent incidents documented by InfoQ - an AWS key theft and an agent released without a ceiling - summarize the guardrail gap: the spending speed of an agent is that of a script, but the billing alert speed remains that of a human.
Jul 16, 2026 at 17:45 23 9
Google releases a preview of the Genkit Agents API for TS and Go, with detached turns (the agent survives disconnection) and HITL with anti-forgery validation - two building blocks that post-mortem agents have been requesting for twelve months.
Jul 14, 2026 at 15:44 8 9
Fable 5 lands in Max and Team Premium at 50% of limits from 20 July; Pro and Team Standard keep it via credits plus a $100 one-time top-up.
Jul 19, 2026 at 16:34 10 10
For a few weeks now, code agent users have seen their weekly quotas reset "randomly". This is not a bug - it's the first sign that token rationing has become a real product lever.
Jul 19, 2026 at 00:39 10 10
