Sales and RevOps Lens: Cognition Acquires Windsurf — What Devin + Windsurf Means
Sales and RevOps Lens perspective on Cognition's acquisition of Windsurf reshapes the AI coding landscape — Devin in your IDE, Windsurf in the cloud.
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Sales and RevOps Lens perspective on Cognition's acquisition of Windsurf reshapes the AI coding landscape — Devin in your IDE, Windsurf in the cloud.
WebNN reached W3C Candidate Recommendation in January 2026 and Chrome 146 opened an origin trial. Whisper transcription on the Snapdragon NPU runs at 30x realtime — without ever touching a server.
We modeled 10,000 concurrent voice agent WebSockets on Cloudflare. With hibernation and the 20:1 message ratio, the bill lands surprisingly low. Here is the line-by-line math.
tau-bench remains the industry's go-to agent benchmark in 2026. Where current frontier models land, and the limits of what tau-bench measures honestly for production teams.
Sales and RevOps Lens perspective on Gemini 3 Pro lands with longer context, native multimodality, and tool-use upgrades that put it back in the Claude/GPT conversation.
PCI DSS 4.0.1 future-dated requirements went mandatory March 31, 2025. AI voice agents that take card payments on behalf of healthcare providers — copays, deductibles, payment plans — must meet 12 requirements with DTMF masking and scope reduction.
Google Play's AI-Generated Content policy and Data Safety section both apply to AI voice agent apps. Here is the 2026 declaration and reporting requirements.
A practical engineering deep dive into Claude Opus 4.7 research, covering architecture, tradeoffs, and what production teams need to know about literature review.
An agentic-AI perspective on Computer Use 2.0, covering orchestration patterns, tool use, and how browser agents fits production agent stacks.
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