TildAlice – Tech Blog for Developers
Python, AI, Deep Learning, Data Analysis, Computer Vision, Reinforcement Learning โ tips and tutorials
Latest Posts
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Q-Learning for Grid Worlds: Building Your First Game AI Agent
Train your first game AI in 50 lines of Python โ no neural networks needed. Pure Q-learning with the Bellman equation for grid worlds.
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Game AI with RL: Why It Beats Traditional Methods
Why RL beats rule-based game AI: exploration-exploitation tradeoff, credit assignment, and when traditional pathfinding still wins.
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FastAPI์ Pydantic v2: ํ์ ์์ ์ฑ๊ณผ ์ฑ๋ฅ์ ๊ทน๋ํํ๋ ๊ฒ์ฆ ํจํด 5๊ฐ์ง
5 Pydantic v2 patterns that make FastAPI 50x faster: custom validators, discriminated unions, and strict mode. Benchmarks included.
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Python ์๋ฌ ํด๋ : TypeError, ValueError ๋๋ฒ๊น ๊ฐ์ด๋
Debug TypeError, ValueError, AttributeError in seconds: real stack traces decoded with fixes. Runtime errors Python beginners hit daily.
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Python ์ด๋ณด ์๋ฌ 7๊ฐ์ง: SyntaxError๋ถํฐ NameError๊น์ง
Fix the 7 Python errors every beginner hits in their first week: SyntaxError, IndentationError, NameError decoded with side-by-side fixes.
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Claude Code in Production: Best Practices and Automation
Claude Code CLI in production: quota fallback strategy, server-side KaTeX, and why it costs 94% less than API calls. Real numbers included.
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Advanced Claude Code: Multi-Agent Workflows and Skills
Multi-agent pipelines in Claude Code solve the 200K token context wall. Here's how to chain agents without losing state or burning tokens.
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Claude Code: AI-Powered Dev in Your Terminal
Claude Code runs AI in your terminal with full filesystem access. After 3 months in production: what breaks, what scales, what's worth it.