Blog
Insights on software development, AI, and building products that scale.
Best AI Models for Video Generation in 2026
Veo, Kling, Runway, and Sora compared as of mid-2026: real pricing, clip lengths, audio and lip-sync capability, and one hard lesson - the most hyped model of 2025 no longer exists as a product.
Read more →How to Run Local AI Models on Your Laptop for Complete Privacy
A hands-on, tested guide to running capable LLMs entirely on your own laptop - no cloud, no API keys, no data leaving the machine. Real hardware numbers, exact commands, and the trade-offs nobody markets to you.
Read more →Claude Chat vs. Claude Cowork vs. Claude Code: Which One Should You Actually Use?
Anthropic now ships three different ways to work with Claude - chat, Cowork, and Code. They look similar but optimise for completely different things. Here's a practical framework for picking the right one.
Read more →What is an AI Harness? (Models vs. Agents Explained)
Everyone talks about AI models. Teams are deploying AI agents. But the thing that makes AI systems safe, predictable, and production-ready is the harness - the most important layer nobody is talking about.
Read more →Why Traditional Engineering Systems Fail in an AI World (And What Works Instead)
Agile optimizes for human velocity. Modern teams need a system that optimizes for human-AI leverage. After running AI-augmented teams, here's what works instead.
Read more →How to Choose the Right Engagement Model for Your Software Project
Team extension, dedicated team, or fixed-price delivery? The wrong choice can cost you months. Here's a practical framework to decide.
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