Sawyer Ruhl

Sawyer Ruhl is a technology analyst and the founder of ComputerTech.co, where he provides hands-on reviews of AI tools after extensive real-world testing. With a background in industrial engineering and daily use of AI across professional workflows, he focuses on practical performance over marketing hype.

Canva Magic Layers Review 2026: AI-Powered Layer Separation That Actually Works

Canva dropped Magic Layers on March 10, 2026 – and for the first time, a flat image dropped into Canva’s editor doesn’t have to stay flat. The feature uses Canva’s proprietary Design Model to reverse-engineer a static PNG or JPG into individual, movable, editable layers. That includes live text, separated objects, and preserved layout structure. […]

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Claude interactive visuals review 2026

Claude Interactive Visuals Review 2026: Anthropic’s Charts Are Clickable (And That Changes Everything)

Anthropic quietly shipped something on March 12, 2026 that most AI coverage buried in a changelog — Claude can now generate charts you can actually click, hover, and interact with directly inside the chat window. Not a static PNG. Not a code block you have to run yourself. A live, reactive visualization that responds to

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Gemini Embedding 2 Review 2026: Google’s First Multimodal Embedding Model Explained

TL;DR VERDICT 8.6 / 10 Gemini Embedding 2 is the most significant leap in embedding model architecture in years. Google didn’t just make a better text embedder — they collapsed four separate retrieval pipelines into one, and the benchmarks back it up. With a 68.16 MTEB score, 3072-dimensional vectors, native multimodal support for text/images/audio/video, and

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SLATE V1 Review 2026: YC-Backed Swarm-Native Coding Agent Tested

SLATE V1 Review 2026: The First Swarm-Native Coding Agent (Real-World Cost: $58 Per Task) A real-world porting task — migrating an open-source library to TypeScript — cost $58.32 on SLATE V1. That wasn’t a marketing claim. Random Labs published the exact token breakdown: 311 requests, 583 tool calls, 15.5 million input tokens. For context, that

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Impeccable Review 2026: The AI Design Language That Finally Makes Agent Code Look Good

Every developer who has used an AI coding agent to build a frontend has seen the same result: technically functional, visually embarrassing. Impeccable is the first tool that directly attacks this problem – a structured design language that plugs into your AI agent and rewires how it thinks about visual design. It’s a new product

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Google Veo 3.1 Review 2026: Native 4K Audio-Sync Video Generation (Is It the Best?)

Google dropped Veo 3.1 in October 2025 and followed it with a 4K resolution upgrade in January 2026 — and it quietly became the technically strongest AI video model on the market. Native audio generation, true 4K output, and vertical video support for Shorts/Reels all in one package. The catch: getting access without a months-long

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ChatGPT 5.3 Review 2026: OpenAI’s Most Honest Model Yet (But Still Has a Cringe Problem)

OpenAI shipped GPT-5.3 Instant on March 3, 2026, responding directly to user backlash over its previous model’s preachy, over-cautious tone — and the hallucination numbers are real: 26.8% fewer hallucinations in high-stakes queries when using web search, 19.7% without. It’s the most direct, least annoying version of ChatGPT to date. The problem? TechRadar ran five

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Blueprint AI Review 2026: Squarespace’s AI Website Builder for Entrepreneurs

In March 2026, Squarespace doubled down on a bet it’s been making quietly for the past year: that the future of website building is a conversation, not a template browser. Blueprint AI — the AI-powered design system embedded into Squarespace’s onboarding — has graduated from experimental feature to core product, and the Inc. coverage signals

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Microsoft Copilot Cowork Review 2026: Wave 3’s Agentic Bet on Anthropic

📅 Published March 13, 2026  ·  AI Agents  ·  12 min read Microsoft Copilot Cowork Review 2026: Wave 3’s Agentic Bet on Anthropic NEW Microsoft just handed Anthropic the keys to 345 million Microsoft 365 users — and called it Wave 3. Copilot Cowork, announced March 9, 2026, is the most architecturally significant update to

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