AW Dev Rethought

Programs must be written for people to read, and only incidentally for machines to execute - Harold Abelson
AW Dev Rethought

Knowledge Vault

AI Insights: When NOT to Use Generative AI in Enterprise Systems

Posted by: Abhijith | Posted on: February 18, 2026 | 20 |

Engineering Management Realities: Scaling Engineering Teams Without Slowing Down

Posted by: Abhijith | Posted on: February 16, 2026 | 16 |

Security Realities: Security Reviews That Actually Improve Systems

Posted by: Abhijith | Posted on: February 14, 2026 | 20 |

AWS in Production: Cloud Governance — Balancing Speed, Cost, and Control

Posted by: Abhijith | Posted on: February 13, 2026 | 14 |

Architecture Realities: Why Simpler Architectures Often Win at Scale

Posted by: Abhijith | Posted on: February 11, 2026 | 25 |

AI in Production: AI Observability — Monitoring Models, Prompts, and Drift

Posted by: Abhijith | Posted on: February 9, 2026 | 23 |

AI in Production: AI Failures in Production — What Went Wrong

Posted by: Abhijith | Posted on: February 7, 2026 | 47 |

Production Engineering: Technical Debt — When to Fix, When to Ignore

Posted by: Abhijith | Posted on: February 6, 2026 | 47 |

AWS Architecture: Multi-Region Data Consistency — What Breaks First

Posted by: Abhijith | Posted on: February 4, 2026 | 43 |

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

Posted by: Abhijith | Posted on: February 2, 2026 | 49 |

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