I'm building intelligent automation systems and AI agents to make software development and web interaction more accessible. At the core of my work is Tahoma AI, a privacy-first web automation platform that uses natural language to orchestrate workflows, capture browser interactions, and enable autonomous agents to perform complex tasks reliably.

• 🎯 Privacy-first browser interaction capture and replay
• 🧠 LLM-powered automation and self-healing orchestration
• 🔍 Split RAGs (private + public) for context-aware retrieval
• 🤫 And more—shh, top-secret features!

• ⚡ Real-time evaluation of autonomous agent strategies
• 🧠 Metrics for task efficiency, collaboration, and resilience
• 📊 Dashboard-ready outputs for experiment comparison

• 🔍 Detects visual changes automatically between builds
• ⚡ Integrates into CI/CD pipelines for fast feedback
• 🖼️ Supports multi-platform and component-level diffing

• Multigenerational Agent – Expirament of when you give an LLM the ability to prompt itself
• AI Agent Traps – Adversarial testing framework for AI agents
• Adaptive Mastery Learning System – Personalized learning and skill progression engine

constadam={current: ['TypeScript','React','Angular 2+','Svelte (3)','Node.js','NestJS','Express','Python','FastAPI'],cloud: ['Azure','AWS','Docker','Vercel','Serverless'],data: ['PostgreSQL','MongoDB','CosmosDB','MSSQL','Event Sourcing','Event Orchestration','Real-time Systems','Data Pipelines'],exploring: ['LLMs','Claude API','Autonomous Agents','Test Generation','Coding Agent Context Optimization','Task Automation','Test Generation Automation']};

• Now: CTO @ Tahoma AI
• Previously: Software Engineer @ Snappy (1 year, Fortune 100 clients), PLNAR (3 years), Augmented Destiny (2 years), Independent Contractor (~1.5 years)
• Started: First website at 12, first CS credit at 15, and 2nd place at the Texas UIL CS competitive programming competition at 18

• Guide to Building Autonomous AI Agents
• Let ChatGPT Be Your Research Asst.
• More thoughts →

"I am, somehow, less interested in the weight and convolutions of Einstein’s brain than in the near certainty that people of equal talent have lived and died in cotton fields and sweatshops." – Stephen Jay Gould

Building technology should uplift everyone, not the few.

• 💼 LinkedIn
• 📧 adam@manuel.dev
• 🌐 adam.manuel.dev
• 📍 Austin, TX

• Building privacy-first data collaboration features
• Real-time systems optimization
• AI-enhanced development workflows
• Fully autonomous agentic workflows and solutions
• LLM internals and fine-tuning local models

• Agentic workflows / architecture
• Medical Industry
• Privacy-preserving tech
• Community building

Feel free to reach out if you're interested in AI, data platforms, or just want to chat about the latest trends in tech! 🎸