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From Code Generator to Production System: Why AI Agents Require Rigorous Engineering, Observability, and State Management

Originally published on tamiz.pro . The initial euphoria surrounding Large Language Models (LLMs) was largely driven by their ability to generate code…

aimachinelearningcode
Dev.to Aug 1, 2026, 12:05 UTC
EN

Computers Finally Care About Code

Everyone's convinced that AI has made code disposable. They've got it exactly backwards: for the first time, computers actually depend on it. A few mo…

aicodearchitectureprogramming
Dev.to Jul 20, 2026, 17:00 UTC
EN

The Best Way to Approach Code Reviews

For many software engineers, code reviews are simply the final checkpoint before merging code. For senior engineers, they're much more than that. A gr…

codewebdevgithubreviews
Dev.to Jul 19, 2026, 05:59 UTC
EN

I Built a Local AI Code Reviewer That Reads Your Entire Codebase (and PRs!) for Free

As developers, we all want AI to review our code. But sending proprietary, unreleased code to third-party cloud APIs (like OpenAI or Anthropic) isn't …

aiprogrammingcode
Dev.to Jul 14, 2026, 00:15 UTC
EN

7 Best Tools to Build a Marketplace Without Code in 2026

Marketplaces are among the hardest products to build because they require solving two completely different problems at the same time: getting sellers …

buildmarketplacewithoutcode
Dev.to Jul 13, 2026, 05:00 UTC
EN

Proof of Work vs Proof of Stake: Which Consensus Mechanism Actually Wins?

Proof of Work vs Proof of Stake: Which Consensus Mechanism Wins? If you have spent any time around blockchain, you have probably heard people argue ab…

blockchainproductivitycodedeveloper
Dev.to Jul 4, 2026, 17:35 UTC
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Vertical Layout Considerations

Prologue A while ago, I decided to develop a fully accessible main navigation component in React and write a series of articles documenting the steps …

reactfrontenda11ycode
Dev.to Jun 30, 2026, 12:30 UTC
EN

When Your Codebase Starts Slowing You Down...

Every developer knows the feeling. You open a ticket that looks simple. A small change. Maybe one endpoint, one validation rule, one extra field. Then…

codecodequalitytechnicaldebtai
Dev.to Jun 18, 2026, 07:26 UTC
EN

What Does "Code Accuracy" Mean When AI Builds Your App?

When a non-technical founder asks whether an AI app builder produces "accurate" code, they usually mean one thing: does it run without crashing? That …

codeaidevelopmentmobile
Dev.to Jun 17, 2026, 01:53 UTC
EN

Working With AI: What Actually Works For Me

I think a lot of people still imagine AI coding as opening ChatGPT, asking for code, and copy-pasting the result. That's not really how I work anymore…

codereviewarchitectureagentscode
Dev.to Jun 16, 2026, 15:36 UTC
EN

Local Multimodal LLM on iOS with `llama.cpp` (Swift + ObjC++)

I want a real local pipeline: image in, structured JSON out, no cloud dependency. Optimized to run Metal / ANE or whatever apple exposes ? My goal is …

swiftaiioscode
Dev.to May 11, 2026, 11:30 UTC
EN

How AI is Changing the Way We Code in 2026: The Shift from Syntax to Strategy

Greetings, Dev Community! 👋 We’ve officially crossed into mid-2026, and if you look at your IDE today compared to two years ago, the change is stagger…

aiwebdevprogrammingcode
Dev.to May 5, 2026, 14:23 UTC

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