Agentic AI in Production: Patterns That Actually Work
After two years of real-world deployments, the patterns for reliable agentic systems have crystallized. Bounded autonomy, multi-agent governance, and hierarchical memory are the new standard.
AI-Native · Full-Stack
I turn AI into infrastructure and products that scale.
Fast shipping, scalable systems, real impact.
Selected Projects
Open-source visual studio for building, running, and sharing AI workflows with a node graph editor.
Problem
AI workflow tools were either too simple (no-coding) or required deep expertise (full programming)
Solution
Visual node-based editor with drag-and-drop AI pipeline building + real-time collaboration
Challenge
Implemented operational transformation for real-time collaboration across complex node graphs
Architecture
Client-side node editor + Supabase real-time + Edge Functions for AI execution
User creates nodes → Graph state syncs → AI executes at edge → Results stream back
Make Your Projects Look 10x More Credible. AI-powered analysis, intelligent insights, and seamless data management for your projects.
Problem
Developers struggled to showcase their projects effectively to recruiters and stakeholders
Solution
Built AI-powered platform that transforms projects into recruiter-ready portfolios with actionable insights
Challenge
Developed custom AI scoring system that evaluates projects and generates compelling summaries hiring managers want to read
Real-time UFC odds, fighter analytics, and AI-powered predictive insights for MMA events.
Problem
MMA betting data was fragmented across bookmakers with no unified analytics
Solution
Built real-time odds aggregation with ML prediction engine
Challenge
Kept odds sync under 200ms across 3 sources using WebSockets + Redis caching
Transforms code changes into visual stories by generating shareable videos from GitHub PRs.
Problem
Code changes were impossible to share with non-technical stakeholders
Solution
Automated video generation from git diffs using AI narration
Challenge
Built git parser that extracts semantic changes and generates natural language descriptions
A public collection of precision-engineered system prompts for LLMs.
AI creative studio for generating images and videos — built for creators making viral content.
Get your UI savagely critiqued by a brutally honest Gen Z AI.
AI research assistant that aggregates sources, generates summaries, and creates presentations.
Personal AI twin that answers questions and shares information about Drew and his work.
AI-powered SaaS template with pre-built features for rapid development.
I build AI systems that handle real traffic — multi-tenant, production-ready, infrastructure-first. From NodeBase to Fight Intel, everything I ship is built to scale.
When I'm not building, I'm watching UFC (and probably building something UFC-related).
Core Competencies
Portfolios.chat · Feb 2026 – Present
Building an AI-native portfolio platform that turns resumes, GitHub, and LinkedIn profiles into conversational, SEO-optimized sites that answer recruiters for you. Multi-source ingestion, edge deployment, subscription at $12/mo.
portfolios.chatRemote · Sep 2024 – Jan 2026
Built SlotFlow, a multi-tenant event management platform with AI-powered scheduling that cut admin overhead by 50%. Designed complex domain logic for event optimization, data isolation across tenants, and LLM pipelines for intelligent recommendations.
slotflow.fitPhoenix Agency · Jul 2023 – Aug 2024
Built phoenixdev.agency, a SaaS boilerplate marketplace saving founders $10K+ in dev costs. Launched NodeBase (open-source AI workflow studio), Astra SaaS template (Top 15 Product Hunt), and shipped multiple client MVPs with 60%+ reduction in dev time.
Get in touch
Have a project in mind? I'm always open to interesting collaborations.
Send an emailTalk to Drew
AI-powered assistant