AW Dev Rethought

Truth can only be found in one place: the code - Robert C. Martin
AW Dev Rethought

Knowledge Vault

AI in Production: Human-in-the-Loop Systems — Where AI Must Stop

Posted by: Abhijith | Posted on: February 2, 2026 | 126 |

AW Dev Rethought Radar | Jan 25 – Jan 31, 2026

Posted by: Abhijith | Posted on: January 31, 2026 | 44 |

Engineering Decisions: What Makes Senior Engineers Valuable Beyond Code

Posted by: Abhijith | Posted on: January 31, 2026 | 136 |

Engineering Decisions: Code Reviews That Actually Improve Systems

Posted by: Abhijith | Posted on: January 30, 2026 | 132 |

Architecture Realities: Designing Systems for Teams, Not Just Traffic

Posted by: Abhijith | Posted on: January 28, 2026 | 143 |

Security Realities: Why Most AWS Security Breaches Are Configuration Issues?

Posted by: Abhijith | Posted on: January 26, 2026 | 136 |

Architecture Realities: Scaling Isn’t the Hard Part – Maintaining Systems Is

Posted by: Abhijith | Posted on: January 24, 2026 | 138 |

Career Reality Check: Building an AI Portfolio Without Kaggle or Certifications

Posted by: Abhijith | Posted on: January 23, 2026 | 51 |

Architecture Realities: When Micro-services Hurt More Than They Help

Posted by: Abhijith | Posted on: January 21, 2026 | 124 |

AI Insights: Latency, Cost, and Accuracy — The AI Trade-off Triangle

Posted by: Abhijith | Posted on: January 19, 2026 | 144 |

NLP & LLM Foundations — From Words to Intelligence

NLP & LLM Foundations — From Words to Intelligence

Learn how language AI works — tokenize text, build embeddings, use transformers, and deploy your own NLP models.
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