I just built a system that replaces an AI AGENCY. And OPEN SOURCED the entire thing.
Here's something I realized while building automation systems for the last few months. Every agency sells you the same thing. Research, positioning, messaging, content, ads, emails, landing pages. The deliverables change, the process doesn't. It's the same sequence every time. For every client. And the expensive part was never the creativity. It was always the coordination. Someone has to make sure the research informs the positioning, the positioning informs the messaging, the messaging informs every piece of content that goes out. That handoff between steps is what costs $5,000 a month. But if the process is the same every time, it's automatable. So I automated it. Agency in a BOX. 100+ AI agents organized into 7 teams. Marketing, Sales, Intelligence, Strategy, Content, Direction, and Managing. Each team has a lead. Each lead delegates to specialists. Each specialist reads your client profile before producing anything. You type one command and get a complete deliverable package. Product launch? Research + 3 blogs + 30 social posts + email sequence + ads + landing page. Full strategy? OKRs + SWOT + market research + competitive analysis + 90-day plan. Content month? Calendar + 4 blogs + 30 social posts + 4 newsletters + 2 video scripts. 9 workflows. Each one replaces something that normally costs thousands. The system uses an Obsidian vault as its brain. It remembers your brand voice, your competitors, what you published last month, what performed. No re-explaining. No context loss. Every session builds on the last one. Nothing ships without passing a 6-point quality gate. Brand voice, accuracy, completeness, specificity, formatting, and vault sync. Most AI tools generate and dump. This one generates, checks, fixes, saves, links, and reports. Setup takes 5 minutes. Clone the repo. Open it in Claude Code. Type "onboard." Answer a few questions about your business. Then run any workflow. No API keys. No pip install. No subscriptions. I open sourced the whole thing: https://github.com/z1fex/Agency-in-a-BOX