Muratcan Koylan
I'm Muratcan. I'm a Context Engineer on the Research Team at Sully.ai, designing context engineering systems for healthcare AI. Previously built multi-agent AI interviewer systems and persona embodiment architectures at 99Ravens AI.
My background is Communication Design (HCI) plus seven years in B2B marketing.
My open-source work on context engineering (10K+ GitHub stars) is cited in academic research alongside Anthropic. I publish notes and projects on agent architectures, context engineering, and AI persona embodiment.
For work or collaboration, DM me on X.
Current
Projects
Writing
The File System Is the New Database: How I Built a Personal OS for AI Agents
State-Dependent Reasoning Chains
Prompts Experiments with Kimi K2 Thinking
LangSmith Insight Agent
How I use Cursor as my Second Brain
Using Claude 3.5 to build website Artifacts
Mentions, News & Speaking
Cited in Academic Research alongside Anthropic | Peking University
Multi-agent Interviewer System | Ben's Bites
AI Developer Ambassador | MiniMax
Agent Skills for Context Engineering | TLDR AI
Context Engineering Presentation | Toronto B2B Marketing Community
AI Case Study Analyzer | LangChain
Work
Sully.ai
I design context engineering systems for clinical AI.
99Ravens
Built AI agent systems, evaluation frameworks and multi-agent architectures for marketing & strategy use cases. Focused on context engineering and LLM persona embodiment.
Jonas Software
Built AI agents and generative workflows for marketing. Led HubSpot onboarding, grew organic impressions 6x, lead gen 50%, and delivered executive AI training.
Tmob - Thinks Mobility
Scaled lead gen 40% YoY with ABM and marketing automation. Grew LinkedIn 3x, managed the marketing tech stack, organized events and product marketing campaigns.
Insider
Ran global demand gen campaigns for Insider's AI Growth Management Platform (GMP) across 25 regions. Built automation, launched a podcast, and managed B2B campaigns end-to-end.
Education
Ozyegin University