Fractional CTO & Product Engineer

I build AI-native
products end‑to‑end.

Architecture, design, and engineering — for founders and teams who can't afford the wrong hire.

Kolt Adams
01

Solo execution

I build the entire product myself — brand through infrastructure. One person holding the whole system in his head means nothing gets lost in translation.

02

Team leadership

When scale requires it, I architect the solution and lead the engineering team to ship it. Either way: one point of contact, full ownership.

03

AI-native by default

AI integration architected from day one — not bolted on later. The gap between companies who do this correctly and those who don't is already widening.

Case Study

Kolt's Table

A seasonal cooking platform — designed, built, and launched entirely solo in six months. Brand identity through production infrastructure. Every decision mine, every standard uncompromised.

AI-native from the ground up. Two user-facing features built on Anthropic Claude: natural language recipe search and The Pantry, an ingredient matching system with semantic expansion, ranked results, and generated shopping lists. Ingredient-aware search with synonym expansion finds recipes by what's actually in them, not just titles. A two-stage AI recipe entry system — Sonnet parses, Opus classifies across 100+ filters — eliminates manual data entry. A seasonal intelligence engine drives the entire site automatically — homepage, produce guides, navigation, and editorial content rotate by month with zero manual updates. Behind the scenes, a 20-job Platform Intelligence network operates as a connected system — jobs trigger and inform each other through tracked causal links, not as independent cron tasks. The system manages content lifecycle with predictive EQS decay projection, scans competitors weekly via Claude with web search, drafts newsletters with one-click Mailchimp campaign creation, scores every AI-proposed change with confidence metrics and SERP previews, streams real-time events via SSE, and generates a weekly intelligence report with health trends and EQS movers. Every AI action flows through a centralized approval queue — human review required before any database write.

React 19 · TypeScript · Node.js · PostgreSQL · Docker · Redis · Anthropic Claude · Google Gemini

Live platform
Kolt's Table platform
180KB
Production bundle
NYT Cooking ships 380KB
<50ms
Search response
Competitors avg 300–800ms
96/100
Lighthouse performance
Top 5% of food sites globally
60+
Normalized tables
Zero technical debt

Now taking on new projects

If you're building something
that needs to be done right —

that's the conversation worth having.

[email protected]