Kagan Demirhindi

AI Engineer · Agents, Evals, MCP & AI Tooling

I build production AI agents, the evals that keep them reliable and the MCP tooling behind them.

Socials Agent Skills Publications Projects Games

Socials

↗ Projects · @kadenn GitHub Agent tooling and experiments, built in the open. ↗ Profile · LinkedIn LinkedIn Work history, talks and writing in one place. → Email · hello@kagan.dev Contact Send a note about AI work, products or collaboration. ↗ Resume · demirhindi.net Résumé Experience, projects and a downloadable PDF version. ↗ Videos · @HeyImKagan YouTube Videos on AI engineering, coding agents and building software.

Agent Skills

↗ Open source · agent skill Full Review Architecture-first code review for AI agents. A two-phase gate locks design verdicts before line-level review; stack-aware guidance, cross-repo reasoning and a grader pass keep findings high-signal. ↗ Public · agent skills Chronos · Timescale · Pushback · Shipit · Socratic Portable skills + hooks for wall-clock awareness, AI-native delivery estimates, productive disagreement, first-class git workflows and structured thinking. Multi-harness.

Publications, Talks & Writing

↗ Book chapter · 40 pages · 2024 Machine Learning in Health Research Sole-authored chapter covering machine learning, generative AI and Python applications in an academic health-sciences textbook. ↗ Speaker · Minicon XII · 2026 How to Train Your (Coding) Agent Practical patterns for context windows, subagents, skills and agentic workflows in AI-first development. ↗ Writing · 2M+ views Fewer Juniors Today = Fewer Seniors Tomorrow On the long-term talent-pipeline risk of AI hype in software engineering.

Projects

Demo only · engineering OS Kanso A demo engineering OS for AI-first software companies. It shows a governance layer above the coding agents your team already uses.

Games

I use games as hands-on evaluations for new coding models: build something playable, find where the model helps or breaks, then carry those lessons into real engineering.

▶Multiplayer · deckbuilder Beastspire A roguelike-style multiplayer deckbuilding arena in the browser. 2–4 seats per match, bots fill the rest.

↗ ▶Three.js Arena Real-time multiplayer arena. ↗ ▶Browser Minimal MMO A tiny MMO in your browser.