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· Engineering
AI-native companies produce roughly 100x the output of legacy firms that adopt AI on top of old hierarchies. Here is why organizational design, not software, is the deciding factor.
Read update · 6 min read
· Product
Our AI agents are being probed for their system prompts. The refusal holds, but nothing was detecting, logging or throttling those attempts.
Read update · 2 min read
· Analysis
All five major AI APIs now reach the live web. Here is how Claude, OpenAI, Gemini, Perplexity, and Grok compare on web access, pricing, and search costs in 2026.
Read update · 6 min read
· AI Visibility
58.5% of Google searches end without a click. Founders who win build native presence, fix broken measurement, and shape the public record before buyers search.
Read update · 5 min read
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GTM engineering automates revenue systems outside the product. Growth engineering runs experiments inside it. Here is where each discipline starts and stops.
Read update · 3 min read
· Analysis
68% of Google searches end without a click in 2026. AI Overviews cut organic CTR by 34-61%. Here is what the data means for your business and content strategy.
Read update · 5 min read
· Analysis
Integrating AI into business workflows works when you audit processes first, then target stalled decisions, idle data, and repetitive tasks. A practical framework.
Read update · 5 min read
· Analysis
The global economy is not collapsing but offers no clear direction. Fragmented supply chains, institutional drift, and social misalignment explain the prevailing disorientation.
Read update · 4 min read
· Product
Design work on a factory for small, niche web apps. Two conclusions: it has to be a separate product from our client platform, and the slow part is not the code.
Read update · 1 min read
· Analysis
AI agents now search, evaluate and buy for humans, so businesses must expose structured data, APIs and policies agents can read and act on directly.
Read update · 5 min read
· Analysis
The agentic web is a site designed as an autonomous system, not a page that displays. Here is why the shift is happening now and what it means for your business.
Read update · 6 min read
· Analysis
We built an entire civilization around the concept of average. Bell curves. Normal distribution. That world is disappearing.
Read update · 2 min read
