Works
Selected projects and current exploration threads.
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Rodyr - Ody
Ody is Rodyr's flagship product - the skills runtime for AI-native companies. It observes how a team actually works (coding sessions, Slack threads, pull requests, calls), distills the stable parts of that graph into versioned, agent-callable Skills with typed inputs and an evidence trail, and learns from every run. Same artifact, three audiences - an MCP tool any agent invokes, a CLI any human runs, and a procedure any new hire follows. Internal benchmarks show agent-with-Ody beating agent-alone on real engineering tasks.
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Argonode Studio
A small studio building instruments for working writers, editors, and manuscript holders - tools that carry the operational weight without taking the voice. Home for Spine and a growing line of writer-focused craft software. Visit at argonode.studio.
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Spine
Treats a manuscript like a codebase - scenes are commits, plotlines are branches, characters are contributors with line-level blame. Subplots branch off main, weave back together at merges, or quietly die in the margins, visibly. Built under Argonode Studio with Senem Dilli.
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Areef
AI-powered calling system for commercial exhibition spaces - handles inbound enquiries, qualifies leads, and routes intent through a multilingual voice layer. Built for an operator client.
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Incari Retrofit Program
Retrofit HMI platform bringing modern HMI capabilities to existing vehicles via signal acquisition and dynamic system adjustment through a fully-custom architecture; TPO across HW/SW and customer delivery. Technical base product for Retrobox hardware, MCCA Retrofit project (Mehari Eden), as well as a series-production retrofit product for a major OEM.
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Memories of Forgotten Strands
Personal literary project exploring themes of memory, identity and human connection through a fictional storyline. Slow, deliberate writing process with no set publication timeline.
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Folding In
Collection of songs and instrumentals, hopefully cumulating in an EP - once I learn how to properly mix and master.
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Align Social
Hyper-local social networking app focused on creating in-real-life builder connections within shared spaces, like coworking spaces and maker labs. No longer actively maintained - it served its purpose as a study of in-person community signal.
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Portfolio Website
Personal portfolio website getting a complete rebuild every ~2 years to explore new static site generation, design, and deployment tooling. Latest version live as of late-2025.
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GreenYouth Initiative
Sustainability facilitation experiments; produced early engagement & measurement templates and secured government funding.
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EverythingRoe
Co-founded micro-studio helping local businesses adopt lightweight digital tooling & presence.
Recent tinkering
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palmKit
can a vision model actually read a palm?
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Cateroar
a Telegram-based catering quote assistant
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peek-kit
an MCP that peeks at any macOS app
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safehorizon
a personal digital twin you can carry on a USB drive
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Agenlon
agents bidding on tenders
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Bezmenlear
a copilot for fellowship and grant applications
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import to Letterboxd
streaming history → Letterboxd
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SwitchBot temporary access
guest keys for smart home devices
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iOS development MCP
stop reminding the model how to write Swift
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making ai learn visual HMI programming
node-based logic builder with embeddings + diffusion
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AI-native knowledge fabric
a know-it-all colleague
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Rodyr Mini-Apps-Program
trying to vibe code in trains
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Einbürgerung appointment finder
catching the rare Berlin citizenship slot before it disappears
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Berlin apartment finder AI
cold-reach but for apartments