The AI Engineering Blog
AI coding tools, model comparisons, deployment guides, and the $100 AI Startup Race. Written by developers, for developers.
🤖 Popular AI Guides
InclusionAI Ling 2.6 — 1T Coding-Optimized MoE
Ling 2.6 is a trillion-parameter MoE model optimized for coding and agentic workflows. Spe…
InclusionAI Ling Flash — 104B Model with 7.4B Active
Ling Flash is the lightweight variant: 104B total, 7.4B active parameters. Runs on consume…
Poolside Laguna M.1 — 225B Coding Model
Laguna M.1 is Poolside's flagship 225B MoE coding model with 23B active parameters. Free o…
Poolside Laguna XS.2 — 33B Open-Weight Coding Model
Laguna XS.2 is a 33B MoE model with 3B active parameters. Apache 2.0, runs locally, free o…
IBM Granite 4.1 — The 8B Model That Beats 32B
IBM Granite 4.1 brings 3B, 8B, and 30B dense models with 512K context, Apache 2.0 license.…
Mistral Medium 3.5 — Specs, Benchmarks, and How to Use It
Mistral Medium 3.5 is a 128B dense model with 77.6% SWE-bench, 256K context, open weights,…
📝 Latest Articles
AI Liability for Developers — Who's Responsible When AI Fails?
When AI-generated code causes a production outage, who's liable? The developer, the company, or the AI provider? Legal l…
AI Regulation in Asia-Pacific — South Korea, Japan, Singapore, Australia (2026)
South Korea's AI Basic Act is live. Japan bets on voluntary guidelines. Singapore has AI Verify. Australia is drafting p…
DeepSeek V3 vs GPT-5 — Open vs Closed AI Compared (2026)
Head-to-head comparison of DeepSeek V3 (open, cheap) and GPT-5 (closed, premium). Benchmarks, pricing, privacy, and whic…
How to Run InclusionAI Ling Flash Locally — The 7.4B Active Coding Model (2026)
Run Ling Flash (104B/7.4B active) locally. Hardware requirements, HuggingFace download, vLLM setup, quantization, and cl…
How WebSockets Actually Work Behind the Scenes
WebSockets aren't magic. Here's exactly what happens during the handshake, how frames are structured, and why they're di…
InclusionAI Ling 2.6 Complete Guide — 1T Coding-Optimized MoE (2026)
Ling 2.6 is a trillion-parameter MoE model optimized for coding and agentic workflows. Specs, benchmarks, model family, …