Independent AI development, mentoring, and product experiments.
Most companies think they're using AI. The data says only 5% are getting real value from it. The AI Readiness Scorecard is a free, 7-minute assessment that shows business owners where their company actually stands, and what to fix first.
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Anthropic surveyed 80,000 people across 159 countries about AI. The findings challenge the productivity narrative and reveal what's really holding businesses back.
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The app isn't dying. It's dissolving. In the age of agents, software is becoming workflows, sandboxes, tool layers, and capability bundles rather than dashboards and screens.
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How a multi-agent analysis system stress-tests essays through stakeholder debate to reveal hidden assumptions, tradeoffs, and decision-grade conclusions.
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Why software development is shifting from manual coding to agent orchestration, and how teams can adapt with specs, context engineering, and autonomous work.
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A practical overview of modern voice AI architectures, latency tradeoffs, streaming patterns, and design choices for real-time conversational products.
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A practical developer guide to key protocols and technologies behind autonomous AI agents, from embeddings and RAG to MCP and multi-agent coordination.
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How spec-driven planning improves AI-assisted coding quality, with practical frameworks for turning vibe coding into reliable engineering workflows.
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