Blogs: notes from the lab
the biggest AI opportunities aren't in startups. they're in mid-market companies with messy ops, real cash flow, and problems worth automating. here's the play.
Feb 14, 2026
a free github repo turns claude code into a full marketing team. CRO audits, landing page rewrites, email sequences, and programmatic SEO. here's the setup and what it produces.
Feb 16, 2026
the companies that automate now will run at 2-3x the efficiency of companies that don't. in 3 years, AI becomes table stakes. the window is closing.
Feb 14, 2026
most AI agencies are wrappers. wrappers get commoditized. here's how to build something that lasts by combining services with proprietary IP.
Feb 17, 2026
service businesses waste 20-40 hours per week on manual workflows. here are the 5 automations that pay for themselves fastest, with real numbers from 50+ client deployments.
Feb 16, 2026
responding to leads within 5 minutes makes you 21x more likely to close. most companies take 42 hours. here's how to build an AI agent that responds in under 60 seconds.
Feb 16, 2026
we tested all three AI coding tools on production client work. here's what each one does well, where it falls short, and which one to pick based on how you build.
Feb 16, 2026
nvidia declared the "chatGPT moment for robotics is here." robotics raised $26.5 billion in 2025. the same agent architecture powering business workflows will power physical systems.
Feb 16, 2026
dev shops charge fees and disappear. we take equity and stay. here's why the venture studio model produces better companies faster.
Feb 16, 2026
slack started as a chat tool for a failed game. AWS started as amazon's internal server infrastructure. the best products come from solving your own problems first.
Feb 16, 2026
you have an idea and no technical team. here's how to decide between paying a dev shop and finding someone who builds with you for equity.
Feb 15, 2026
non-technical founders are shipping AI products without writing code. claude, cowork, and claude code collapsed the gap between idea and product. here's the new playbook.
Feb 15, 2026
four companies are spending $650 billion on AI in 2026. each has a different strategy. here's what each one does, why it matters to your business, and which tools to use for what.
Feb 14, 2026
most people prompt AI from scratch every time. the CLAUDE.md file gives it persistent memory of your business. here's how to set one up for operations, not coding.
Feb 16, 2026
you don't need a full AI strategy. you need one workflow fixed. here are the 5 that save the most time and money for companies doing $1M-$50M.
Feb 14, 2026
no theory. no hype. here's what happened when real companies automated their operations with AI. actual numbers from actual clients.
Feb 13, 2026
AI agents went from hype to production in 2025. they're handling multi-step business workflows autonomously. here's what changed and why it matters.
Feb 12, 2026
we don't take every deal. here's how we evaluate founders, ideas, and markets before committing to build a company together.
Feb 12, 2026
you have an idea and no technical team. here's how to decide between paying a dev shop and finding someone who builds with you for equity.
Feb 11, 2026
the biggest AI companies will be built by people who understand the problem, not the technology. here's what non-technical founders need to know.
Feb 11, 2026
most service companies know AI matters but don't know where to start. here's what to automate first if you're doing $1M-$50M in revenue and drowning in manual work.
Feb 10, 2026
