李李弘基inkd-agentic.hashnode.dev·16h ago · 4 min readOpenClaw Lean Architecture: Attach a Single Reviewer to Your Primary AgentWhen using an LLM to generate production code or technical prose, the primary bottleneck is rarely generation capability—it is self-review bias. Within a single context window, no matter how rigorousl00
李李弘基inkd-agentic.hashnode.dev·22h ago · 16 min readOpenAI Halts Frontier Training Again, Nvidia's $235B Buyback, and MiniMax's Mystery ModelSeven stories today, split between agent containment and compute money. OpenAI hit pause on frontier training for the second time in three months, Nvidia cleared a record $235 billion buyback while op00
李李弘基inkd-agentic.hashnode.dev·1d ago · 5 min readOpenClaw Specialist Teams: Split the Artifacts, Not the ChatOpenClaw v2026.9.5 can create a specialist or a small team during setup. The web UI can do the same from New agent: one role, or the bundled set of chief of staff, researcher, writer, and reviewer. On01M
李李弘基inkd-agentic.hashnode.dev·1d ago · 14 min readClaude's agents found a CRISPR-like enzyme system, Devin crossed $1B, and Alibaba unveiled a 3x AI chipAnthropic pointed 950 Claude agents at a DNA database and came back with an enzyme system nobody had named. Cognition said its annualized revenue run rate crossed \(1 billion, roughly double where it 00
李李弘基inkd-agentic.hashnode.dev·2d ago · 14 min readGoogle open-sourced an agent orchestrator, a $25-a-target AI crime ring took 600,000 cards, and xAI is chasing 1.2M GPUsSeven stories today. Google published a scheduler for agents and collected 11,500 stars for a project that warns it will break. A single operator pointed three open-source agents at hundreds of retail00
