◆ DAILY BRIEFING
Saturday, March 28, 2026
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Engineer Ten major companies — Stripe, Ramp, Visa, ElevenLabs, Cloudflare, and more — simultaneously launched CLIs as the primary interface for AI agents to provision services, signaling that subprocess execution is displacing HTTP-first integration for agent workflows.
The agent architecture stack is crystallizing around three patterns: CLI-subprocess for service integration, git-worktree isolation for multi-agent orchestration, and real-time RL for continuous model…
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Security MDM platforms became this week's most devastating attack vector across three simultaneous incidents: Iranian hackers weaponized Microsoft Intune to wipe 200,000+ Stryker medical devices (cancelling surgeries), attackers breached Luxembourg's government MDM to push malware to 4,850+ phones, and two Ivanti EPMM zero-days (CVE-2026-1281, CVE-2026-1340) are confirmed actively exploited with WithSecure already running incident response.
MDM platforms were weaponized three ways this week — wiping 200,000 medical devices via Intune, infecting 4,850 government phones through a breached admin console, and exploiting two Ivanti zero-days…
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Data Science NVIDIA's Nemotron 3 Super just redrew the throughput-quality frontier: a mamba-2/transformer/LatentMoE hybrid delivering 442 tok/s with 91.75% accuracy at 1M tokens — while MIT's Recursive Language Models let a 32K-context Qwen3-8B handle 11M+ tokens by treating documents as Python variables instead of context.
NVIDIA's Nemotron 3 Super delivered 442 tok/s at 91.75% long-context accuracy with only 12B active parameters, MIT showed a 32K-context model can handle 11M tokens through code-mediated retrieval, and…
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Product Ten companies launched CLI provisioning tools in a single week — Stripe, Visa, Ramp, ElevenLabs, Google Workspace, and five others — signaling that the agent-to-service interface is crystallizing around CLI, not MCP.
The agent interface layer just crystallized in a single week — 10+ companies launched CLI provisioning, voice AI commoditized to 90ms open-weight, and Apple opened Siri to all providers. Meanwhile, In…
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Leader The Strait of Hormuz is 95% blocked — 285 million barrels of oil production lost in 24 days, 3x worse than Russia-Ukraine's impact in 24 weeks.
A shooting war just took 95% of Strait of Hormuz traffic offline, putting a 45-day clock on Taiwan's power grid and your entire hardware supply chain — and it landed in the same week that OpenAI prove…
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Investor The Strait of Hormuz is 95% blocked — 12.5 million barrels per day are physically missing from the global market with only 45 days of stopgaps before unmanageable shortage.
The Strait of Hormuz has removed 12.5 million barrels per day from the physical market with only 45 days of stopgaps, the OECD just revised US inflation to 4.2% (56% above the Fed), OpenAI proved AI a…
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