Puzzle Exchange
Human first tech community with 6k subscribers.
A panel series in San Francisco. Pick a room.
Each one started with a process that was too manual, too slow, or too dumb to keep doing by hand. Click through for the full story.
Chrome extension that turns Luma event guest lists into LinkedIn connections automatically. Reverse-engineered LinkedIn's internal Voyager API. Launched at SXSW and Shoptalk. Real users, real complaints, constant platform adaptation.
Seeding Ninja maps any D2C category in 48 hours. Searches Reddit, TikTok, Instagram, and web to surface competitors, pulls their full influencer collaboration history through Modash API, and identifies which creators actually drive growth. First run: fine jewelry. Same system works on any vertical.
AI powered referral discovery for an acupuncture practice. Multi-channel outreach across Instagram, Gmail, and events. The most complete build: live campaign, real results, full operations stack.
Not just building with AI. Building frameworks for how to build with AI. Each is a Claude Code skill used across all projects above.
Original framework built from neuroscience. Every interface is a prediction error decision. 5 cognitive layers, 8 failure modes, 3 output formats.
Reverse-engineered from Claude's system prompts. 14 sections, 12 common mistakes, 4 prompt types. Used to build every agent in this portfolio.
Catches AI tells by structural pattern, not just phrases. Integrates brand voice matching for consistent output.
One slash command that survives /clear. Auto-detects SAVE vs LOAD, per-project history, lives outside the repo.
Patterns for keeping multi-agent runs under 30% main-thread context spend. Hard caps on handoffs, marker-line protocol, eight named anti-patterns.
Each catches a different
way the model drifts:
perception, prompt,
output, memory,
attention.
A panel series in San Francisco. Pick a room.
Projects built because the problem was interesting. Less polished, more fun.
4 specialist agents debate financial scenarios in 3 structured rounds. Built to explore peer-to-peer orchestration patterns where agents challenge each other's reasoning, not just answer prompts.
Automating outreach on China's most hostile anti-scraping platform. Human-speed typing simulation, behavioral pattern matching, and cross-platform data bridging between analytics and engagement.
Body journal → BJJ journal → open mat finder. Three pivots based on community signal. Reddit viral launch. 60+ organic submissions from across the US with zero ad spend.
GTM operator turned builder. I find processes that are too manual, too slow, or too dumb, and I build the AI systems that replace them. Targeting GTM + Partnerships roles at Series A–B AI companies.
