DeepSeek Harness Developer Preview Review (2026)
I installed the DeepSeek Harness developer preview and ran it myself. Here's what it costs, what broke, and whether it's worth using over Claude Code today.
Vishal Swami
Vishal Swami is a Computer Science master's student specializing in AI/ML who has worked with AI full-time for four years. He tests new AI tools and LLMs hands-on every day and writes honest, no-hype reviews of what actually works. He founded AISagely to help people choose AI tools wisely.
AI Is Threatening Natural Resources for Billions
AI could use as much water by 2030 as 1.3 billion people need annually, per a June 2026 UN report. Here is what is driving it and what you can check.
How to Use Docker Sandboxes for AI Agents (2026)
Docker Sandboxes give AI coding agents their own disposable microVM. Here's how I installed it, tested Claude Code inside one, and where it still falls short.
The Future Is for Everyone: Zuckerberg’s AI Manifesto
Mark Zuckerberg's 'The Future Is for Everyone' letter, explained plainly: the three principles, the $1B fund, the Muse model releases, and what to make of it.
AI Fortunes Are Reviving an Old Debate About Private Power
AI fortunes are creating a new wealth class overnight, and the backlash is real. Here's the data on who's getting rich, why, and what it means for you.
Stoa Markets: How YC’s GPU Trading Marketplace Works
Stoa Markets is YC S26's RFQ marketplace for buying and selling GPUs. Here's how the 48-hour quote process works, real example pricing, and how it compares.
Needle2: Testing the 14MB Agentic LLM for Phones and Robots
A hands-on test of Needle2, Cactus's 14MB agentic LLM for phones, wearables, and smart homes: real install steps, benchmarks, and where it gets commands wrong.
Go Is an Ideal Language for AI-Assisted Software Engineering
A tested look at why Go is an ideal language for AI-assisted software engineering, with setup steps, copy-paste prompts, and the mistakes to skip.
Suzanne 3D: A Tested Guide to Pricing, Setup, and Prompts
Suzanne 3D turns a prompt, photo, or sketch into a manufacturable 3D model. Here's how setup works, what it costs, and where I'd hold off buying.
How to Set Up an AI Group Call, Step by Step
A tested, first-hand guide to setting up an AI group call in Zoom, Google Meet, or a third-party notetaker like Otter or Fireflies.