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09:30
2026-05-23
dev.to
developer-tools

Google AI Studio Just Changed the Shape of App Development

Here is a 2-3 sentence factual summary of the article: At Google I/O 2026, Google AI Studio was presented not merely as an AI coding assistant, but as a platform designed to compress the entire app l…

09:28
2026-05-23
dev.to
hardware

If you struggle to learn then this is for you.

The article argues that effective learning does not require mastering each concept sequentially before moving to the next. Instead, it advocates for a "practical" approach of exposing oneself to the e…

09:21
2026-05-23
dev.to
artificial-intelligence

How to Build a Self-Hosted AI Code Review Tool in Python

This article provides a guide for building a self-hosted AI code review tool in Python using Ollama and a locally-run language model like CodeLlama or DeepSeek-Coder. The tool reads a git diff, sends …

09:13
2026-05-23
dev.to
cloud-computing

1/30 Days System Design Question

The article presents a system design problem where a mobile app directly communicates with three backend services, with a fourth one approaching, causing integration complexity and tight coupling. It …

09:04
2026-05-23
dev.to
cloud-computing

Spot instances as GitHub Actions runners

This article explains how the author's team reduced CI costs by replacing GitHub's managed runners with self-hosted EC2 spot instances, achieving a roughly 4x cost savings ($160 vs. $647 for 1,350 hou…

09:04
2026-05-23
dev.to
artificial-intelligence

Agents Need Receipts, Not Just Better Prompts

The article argues that AI agents should produce structured "receipts" rather than just conversational outputs or raw logs, as these receipts provide essential evidence for trust, debugging, and accou…

09:00
2026-05-23
dev.to
developer-tools

Simplicity scales — complexity kills side projects

The article argues that side projects often fail because developers over-engineer them with unnecessary complexity, such as full-stack architectures and advanced tools, instead of building simple, fun…

09:00
2026-05-23
dev.to
artificial-intelligence

AI does exactly what you ask — that's the problem

Here is a factual summary of the article: The article argues that modern AI coding assistants like Claude 4.x and GPT-4o have become strictly literal in following prompts, which means they will produ…

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