Yakuphan Yücel
I build AI agents and OSINT pipelines in Python.
New to Contra
Yakuphan is ready for their next project!
WinstonRedGuard — Python monorepo for OSINT, automation, and video pipelines. 10+ sub-apps under strict CLI/Core/Data layer separation, wheel-based release gate (build + smoke test + pytest per app), quiet-by-default stdout contract, Windows-first PowerShell 7+ tooling with UTF-8 hygiene.
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Instinct — Self-learning memory layer for AI agents via MCP. Agents emit observations, Instinct stores them, consolidates high-confidence patterns into actionable rules, and persists learnings across sessions. Stdio transport, JSON store, zero external deps beyond MCP SDK + anyio.
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Research Motor — Multi-source OSINT aggregator that pulls signals from 8+ sources (Reddit, GitHub, HackerNews, PyPI, npm, OSV, TCMB, web) through a uniform adapter pattern. 6-dimensional scoring, adapter fitness tuning, zero external dependencies beyond stdlib + requests. Local-first and deterministic.
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Pulse60 — Fully automated AI/Tech news YouTube Shorts pipeline. Script → XTTS v2 voice → SDXL Turbo visuals → FFmpeg composition with Ken Burns effects and synced captions. Zero manual editing, single GPU, ~3 min per episode. Live at youtube.com/@pulse60ai
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