BuildInPublic
11 articles about "BuildInPublic".
Why I Built Atlas — A Public Experiment with One Founder + AI + a 13-Hour Flight
I'm publishing my entire 7-day work trip in real time. Here's why I think the next-era CEO doesn't have an 'offline' option.
We Audited 7 Official MCP Servers — 6 Got F
Ran prompt-defense-audit against the 7 official servers in modelcontextprotocol/servers — 12-vector check, OWASP LLM Top 10 mapping. Result: 6 servers scored F, 8 defense vectors at 100% gap rate. Cross-referenced from modelcontextprotocol/servers#3537.
From Zero to Contributing Code to Microsoft — A Non-Engineer's 4-Month Journey
4 months ago I couldn't write a single line of code. Now my PR is being reviewed by Microsoft's AI governance toolkit. This isn't a genius story — it's a path anyone can follow in the AI era.
We Validated AVS With 816 AI Citations: Score 75 Is the Threshold for Getting Recommended by AI
We sent 155 queries to AI search engines, collected 816 citations, and scanned 721 websites for AI Visibility Score. Finding: 60% of cited sites score B or above. Recommendation queries demand AVS 80+. The first empirical study of AI search citation behavior.
Content Cascade Engine: Write One Blog Post, Auto-Generate 5 Social Posts
I built a Content Cascade system that scans for new blog posts every morning at 7 AM, uses a local Ollama model to split them into 3-5 Threads posts — zero API cost, zero manual work. One article becomes six pieces of content. Full architecture, prompt design, and quality data inside.
Discord Community From 0 to 146 Members: A Solo Founder's Playbook (With 3 AI Bots)
How does one person build a 146-member Discord community in 10 days? Answer: 3 AI bots + 1 welcome system + $0 ad budget. This is the full SOP from creating the server to retaining members.
How I Manage 5 Products as a One-Person Company: The Coordinator Architecture
I run UltraLab, MindThread, Ultra Advisor, UltraTrader, and OpenClaw simultaneously. Alone. Not because I'm talented — because I built a system where Claude Code and 4 autonomous AI agents do the heavy lifting. Here's the full coordinator architecture.
Autonomous Agents Are Dead? Wrong. A Remote Control and Autopilot Are Two Different Things.
Claude Code shipped a Telegram Plugin and everyone declared autonomous agents dead. But I've been running 4 autonomous agents + TG remote control for 3 weeks. They're not competitors — they're commander and soldiers. Here's why you need both.
We Made 4 AI Agents Talk to Each Other on Discord — Then Things Got Out of Hand
4 AI agents, each with their own personality and brand, holding meetings on Discord. Full architecture breakdown.
We Gave Our 4 AI Lobsters the World's Smartest Brain — For Free
A 7-star GitHub project + 30 minutes of work = four AI agents upgraded from a 7B local model to Claude Opus 4.6. Cost: $0.
The Solo Dev's Automation Arsenal: From Git Commit to Social Post, Zero Manual Effort
I spent a weekend wiring my development workflow into a fully automated social media pipeline: write code, commit, AI generates social copy, Discord + Threads publish simultaneously. Full architecture breakdown and security design included.