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Documentation is a productivity problem (and AI made it visible)
For a long time, we treated documentation as a hygiene issue Something you should do. Something that becomes important later. Something that doesn't really aff...
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When code-gen suggests deprecated Pandas APIs — a subtle drift that broke a pipeline
How the failure surfaced The visible fault was a downstream schema mismatch and a failing validation check, not an obvious exception from the generated code. T...
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When Codegen Suggests Deprecated Pandas APIs — a Cautionary Tale
How the deprecated API slipped into production I was using a code‑generation model to scaffold a small ETL that normalized CSV files into a canonical DataFrame...
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Writing a 0-dependency Telegram SDK with auto-generated types
Why I built a zero‑dependency Telegram SDK Most Telegram Bot SDKs are either too heavy or have inconsistent type definitions. I wanted something lean, fast, an...
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⚙️ The AI Workflows That Save Me 10+ Hours a Week as a Developer
!Cover image for ⚙️ The AI Workflows That Save Me 10+ Hours a Week as a Developerhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=aut...
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Stop Claude Code from forgetting everything
Article URL: https://github.com/mutable-state-inc/ensue-skill Comments URL: https://news.ycombinator.com/item?id=46426624 Points: 6 Comments: 3...
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Navigating the Unseen Gaps: Understanding AI Hallucinations in Development
What Are AI Hallucinations? At its core, an AI hallucination occurs when a model generates content that is factually incorrect, nonsensical, or unfaithful to t...
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JD.Efcpt.Build: Build‑Time EF Core Scaffolding to Keep Database‑First Models in Sync
Where Did Database First Go? If you were using Entity Framework when EF Core first dropped, you probably remember the moment you went looking for database‑firs...
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A guide to local coding models
Article URL: https://www.aiforswes.com/p/you-dont-need-to-spend-100mo-on-claude Comments URL: https://news.ycombinator.com/item?id=46348329 Points: 150 Comments...
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Brewing Cappuccino: Writing a compiler without LLVM's IR
Introduction Compilers have always felt like magic to me. They seem both complex and simple—just programs that convert code from one form to another. I’ve spen...
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Turns out, AI can actually build competent Minesweeper clones — Four AI coding agents put to the test reveal OpenAI's Codex as the best, while Google's Gemini CLI as the worst
Ars Technica took four popular coding agents available today and asked them to make a Minesweeper clone, to see which one comes out on top. OpenAI's Codex produ...
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SpecMD — What if Your Documentation Was Your Code?
The Problem One of the biggest pain points in software development is keeping documentation and code in sync. Documentation is often: - outdated - ignored - in...