Stop Writing Step-by-Step Prompts for Agentic Models. Define the Outcome Instead.
Agent-first models plan their own steps. Outcome-based prompting, with tight constraints and stop conditions, gets more out of them than a numbered list.
Recent Posts
WSJ reports Nvidia is in talks to guarantee roughly $250 billion so OpenAI can lease a 10-gigawatt data center on a former Ohio uranium enrichment site, plus finance up to $350 billion in chip...
Claude Opus 5 Costs Half of Fable 5 and Beats It on Agentic Work. Here’s How to Route Between Them.
Anthropic's mid-tier Opus 5 lists at half of Fable 5's price yet outscores the flagship on agentic and computer-use benchmarks. A practitioner's routing guide to Sonnet 5, Opus 5, and Fable 5.
AMD Is Investing $5 Billion in Anthropic So Anthropic Will Buy Its Chips. The Loop Is the Point.
AMD is putting up to $5 billion into Anthropic and selling it 2 gigawatts of MI450 GPUs. Inside the circular-financing loop and the five-vendor compute stack every AI buyer should copy.
Spec-Driven Development Is Waterfall in a Hoodie. Here’s When It Earns Its Token Bill.
GitHub Spec Kit and AWS Kiro made spec-driven development the successor to prompt engineering in 2026. Here's how the specify-plan-tasks workflow actually runs, where the token bill hides, and the...
The White House accused Moonshot of distilling Anthropic's Fable to build Kimi K3 and using banned GB300 chips. AI researchers and Nvidia's CEO say the technical story doesn't hold.