AI Coding
(70 articles)Claude Opus 4.8 Review: 7 Reasoning Wins (And 3 Losses)
Anthropic's Claude Opus 4.8 lands with a 1M-token context, adaptive thinking, and Opus-tier pricing. Honest review of what's actually new versus the marketing.
GPT-5.6 Sol Review: 7 Reasoning Wins (And 3 Losses)
An honest, benchmark-driven review of OpenAI's GPT-5.6 Sol. It smashes SWE-bench and ARC-AGI-2, but Claude Fable 5 still edges it on GPQA. Worth the hype?
10 DeepSeek V4 Pro Tricks Power Users Actually Use
DeepSeek soft-retired V4 Pro and then walked it back, but the model is still one of the best value picks in the API tier. These 10 lesser-known tips squeeze...
Real-SWE Benchmark: AI Models Struggle on Private Code
Real-SWE tests AI models on private enterprise codebases instead of public GitHub repos. The top frontier model scores 38.8%, exposing how far benchmark hype...
Claude Opus 4.6 vs Gemini: The Honest 2026 Verdict
Gemini just landed on Windows and Claude Opus 4.6 is still charging premium rates. Which one actually deserves your subscription? A data-driven breakdown of...
Claude Opus 5 Review: The Best Coding AI in 2026?
Claude Opus 5 hits 96% on SWE-bench Verified (self-reported) and dominates agentic coding. But is it worth the price tag over Sonnet 5 or the OpenAI Codex...
Install Ollama in 10 Minutes: Run Any LLM Locally Free
A no-fluff walkthrough for installing Ollama on Mac, Windows, or Linux and running open models like Llama 3.3 and DeepSeek V3 completely offline.
Llama API Tutorial: Build Your First App in 30 Minutes
A no-fluff Llama API tutorial that ships a working streaming chatbot in under 30 minutes. Real code, real keys, real cost numbers, no GPU required.
Choosing an AI Model: 11 LLMs, One Prompt, Wildly Different
One prompt, 11 top AI models, wildly different outputs. Here's an opinionated breakdown of which LLM to pick for coding, reasoning, writing, and long-context...
Grok 4.5 vs Grok 4: 7 Real Differences That Matter
A no-fluff breakdown of Grok 4.5 vs Grok 4, from reasoning gains and coding speed to context, pricing, and whether the upgrade is actually worth it.
Run Qwen 3.6-27B Locally: 5-Step GPU Setup Guide
A practical tutorial for running Qwen 3.6-27B on your own GPU. Includes AWQ setup, vLLM serving, real tokens-per-second benchmarks, and the pitfalls that eat...
DeepSeek V4 Pro Local Setup: The 7-Step GPU Guide
A practical walkthrough for getting DeepSeek V4 Pro running on your own hardware, from picking the right GPU tier to squeezing real tokens-per-second out of...