No fluff. Actionable strategies and workflows from my consulting work, split by topic. The Claude Code skills and repos I recommend live in here too.
The full playbook for cutting AI cost 50-90% with identical output: talk like a caveman both ways, cache what repeats, batch what is not urgent, route each job to the right engine (across models and providers), and stop re-paying for conversation history.
Builder's PerspectiveMost people use AI one shot at a time. The real unlock is the loop: an agent that changes your asset, scores it against a number it cannot cheat, keeps what wins, and repeats overnight. Here is how Karpathy's autoresearch system works, and how to point it at your own work.
Builder's PerspectiveClaude Code just launched Routines - scheduled, API-triggered, and webhook-based automations that run in the cloud. Here's what they are, how I'm using them, and why this changes everything for developers who build with AI.
Builder's Perspective7 token-wasting mistakes most developers make with Claude - and the exact fixes. From Caveman Mode to CLAUDE.md, context management to prompt structure.
AI That ShipsSecurity is getting worse and AI is on both sides of it. Vercel got breached, an Alibaba agent went rogue, and bots find new apps within hours. Here is the plain-English checklist to plug every leak in a vibecoded app, from API keys to Supabase Row Level Security to bot protection.
AI That ShipsAnthropic's new model found thousands of zero-days in 27-year-old code. Meanwhile, most vibecoded apps ship with API keys in the frontend. 9 security mistakes to fix before someone else finds them.
AI That ShipsA real client project where I combined AI with programmatic video editing to cut, animate, and deliver a polished video in a fraction of the time. Here's the full workflow.
Claude CodeHiggsfield just shipped a CLI that plugs straight into Claude Code. Point it at a folder of product photos and it generates model try-on videos and cleans up dropshipping-grade images for you - one product or your whole catalog. Here is the exact workflow, plus the full video walkthrough.
Higgsfield's MCP server plugs straight into Claude Code, so you can generate production images and video with plain language without ever leaving your editor. Here is what it does and how to set it up.
