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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Docker Compose DNS Fails in Prod: 4 Fixes That Work
Docker Compose DNS failing in production? Debug network conflicts, resolve service discovery issues, and fix container communication with these 4 proven methods.
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Recursion Stack Overflow: DFS Depth Limit & Iterative Fix
Fix recursion stack overflow in DFS algorithms with depth limits and iterative solutions. Learn practical fixes for deep tree traversal problems.
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FFT vs Welch: Legacy Vibration Code Migration Pitfalls
Migrated legacy FFT code to scipy.signal.welch โ false alarms tripled. Here's the window scaling trap that broke production thresholds.
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RAG vs Fine-Tuning: When Each Wins in Production LLMs
Compare RAG vs Fine-Tuning for production LLMs. Learn when retrieval beats training, cost-performance tradeoffs, and real-world deployment patterns.
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pip install Works, Production Breaks: Dependency Hell Fix
pip install succeeds, production crashesโhere's why dependency resolution isn't enough and how hash verification catches what pip misses.
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YOLO vs SAM vs Grounding DINO: Task-Based Selection
Compare YOLO, SAM, and Grounding DINO for computer vision tasks. Learn which model excels at detection, segmentation, and zero-shot scenarios.
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On-Policy vs Off-Policy RL: When PPO Beats SAC
PPO converges in 500K steps where SAC needs 2M โ but SAC wins on dense rewards. Real benchmarks, hyperparameter traps, and when to use which.
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logging vs loguru vs structlog: Speed & API Benchmarks
Compare logging, loguru, and structlog performance and APIs. Benchmark results reveal the fastest Python logger for production use.