Inside the NVIDIA GB200 NVL72 liquid cooling crisis: how a 130 kW envelope, 148 L/min PG25 flow rate, and 5,184 copper cables hit a hard physics wall.
Agent Swarms & Harnesses
32 Articles in this Category
Multi-agent orchestration, Computer Use protocols, context compaction algorithms, and autonomous repository management.
Is Claude Opus 6.0 real? We trace Anthropic’s stealth routing anomalies, viral 3D Three.js demos, and the ground truth behind the Claude 6 rumor mill.
OpenCode 2.0 delivers 86.8% MCP token compression via Code Mode, but daemon configuration flaws and .well-known stagers expose enterprise RCE risks.
Anthropic replaced Git with Scion for 30,401 daily agent merges, dropping status to 19ms and saving 25% fleet CPU amid Meta Mononoke prior art debates.
Claude Sonnet 5.5 beats Muse Wonder on SWE-bench (57.2% vs 48.2%) while halving token costs ($2/$10 vs $4/$20) and avoiding Active Focus retry loops.
In autonomous agentic coding, the most expensive mistake is assigning frontier reasoning models to operational plumbing. On…
Cua Perception parses custom windows locally on CPU in 2.0s via OmniParser and PP-OCR. Switching from raw coordinates to discrete IDs stops GUI drift.
Google DeepMind and Kaggle have opened registration for the Gemma 4 Developer Agent Competition, offering a $110,000 prize pool with $10,000 specialist bounties for offline coding agents on consumer hardware.
OpenShell mediates agent access; Sentry adds an out-of-band hardware watchdog. NVIDIA describes quarantine in milliseconds, not a verified 850µs result.
Why 2027? Chaining GPT-6 Astra or Opus 5.5 into revenue loops burns more compute than it earns. Inside Logan Kilpatrick’s laws of expansion and agent profit margins.