A pre-built business engine, ready to operate.
Session memory storage for Claude Code developers, monetized through free tier to paid upgrade.
Every artifact below transfers to your accounts on day one. The whole engine.
Custom scope to take gi-log from MVP shell to operating business.
250k active Claude Code developers exist globally; 5% willingness to pay for session memory at $10/month reaches $150k annual TAM. PLG motion works for developer tools at this price point. Free tier creates natural funnel to paid conversion. Existing OSS alternatives validate demand. Launch velocity matters: first-mover advantage in Claude Code ecosystem is real before Anthropic ships native memory.
Anthropic already plans native persistent memory on their public roadmap, eliminating core value proposition. Developers have zero tolerance for paid tools they can replicate in 50 lines of shell script or open-source MCP servers. Total platform dependency: if Anthropic restricts Claude Code hooks or changes session architecture, product breaks with no fallback. Year 1 loses money even in optimistic case. Success probability is 16 percent.
Suited for a technical operator with existing developer audience or brand leverage. Ideal fit: indie SaaS founder comfortable with platform risk, founder of dev tool agency seeking new vertical, or industry insider with Claude Code user community access. Requires comfort with unit economics showing Year 1 loss of $4762 and 16 percent success probability. Not for first-time operators.
From contract signing to operating business.
Three ways in, depending on how much you want to build yourself.
Read the full buyer brief on every product in the catalog. All Fermi math, all agent specs, all sales kits, all skeptic memos. Cancel any time.
The full asset bundle transfers to your accounts. Brand, domain, landing, agent spec, financial model, sales kit, founder persona, video. You own it.
A Roll Digital chief operator builds gi-log for you. AI-amplified: unlimited Claude + Codex tokens. What used to take weeks, days at our speed.