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How an 10,000 runs-a-day support agent went from "all answers are wrong and the bill tripled, no idea why" to per-step traces, per-call cost attribution, and a trace ID for an on-call engineer to act
How a Planner/Researcher/Coder/Reviewer product went from a racy, silent-failing chain of HTTP calls to a durable workflow that can't lose a step, ship an un-reviewed bug, or hang on a slow agent.
How a 2,000-query-a-day support bot stopped answering from LLM's memory and started answering from this week's knowledge base, without retraining anything Issue #02 | Tags: RAG, pgvector, PostgreSQL,
From ILIKE to Understanding: Semantic Search for 4M Support Docs on AWS
Spec your product - Start with an idea, provide as much requirements to kick start your product. Support the idea with any discussions on email, MOM, design docs, blueprints so that your idea best fit
Code is a liability, Codes' capabilities are assets. Software engineering is a discipline, if done correctly makes your code legible and future proof. Today more than ever coding is 10x faster - but t
🚀 From Web Engineer to AI Platform Architect A Practical, Official-Docs-Only Learning Path (2026) As a software engineer working with Web stack and cloud platforms, transitioning into AI is not about
From e-commerce to AI agents: a developer's field guide to the new stack "Your existing API knowledge, database patterns, and service design experience aren't obsolete. They're now the tool layer tha