The Real-World Incident Index for AI Coding Agents
Incident tracking database for AI coding agent failures targeting DevSecOps teams.
Every artifact below transfers to your accounts on day one. The whole engine.
Custom scope to take I Have Been Clawed from MVP shell to operating business.
Sixty thousand companies actively deploying AI coding agents need incident intelligence to manage risk. The SEO-first approach targets cost-effective developer acquisition, converting free users to annual subscriptions ranging from $300 to $2000. You enter an emerging market before competitors achieve dominance. Free tier builds trust with developers while upselling to security-conscious enterprises remains structurally high-margin and defensible against nonprofit competitors.
incidentdatabase.ai already occupies the nonprofit free space with better funding. AI agent incidents remain sparse and underdocumented in 2026, so a thin database undermines search utility before network effects mature. Developers treat incident indexes like CVE feeds, expecting community maintenance and free access. Structural willingness to pay is low. Historical probability of success for this model is eleven percent.
Ideal operator has DevSecOps or security industry background, strong content marketing skills for SEO, and existing connections to incident data sources. You thrive in long-tail search markets and can maintain incident database rigor through community partnerships or proprietary sourcing. Comfort with zero to one brand building and patience for organic growth required.
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 I Have Been Clawed for you. AI-amplified: unlimited Claude + Codex tokens. What used to take weeks, days at our speed.