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1793 articles from 16 sources
Spec Driven Development with ZeeSpec : greenfield vs brownfield
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DEV Community · Technology

Spec Driven Development with ZeeSpec : greenfield vs brownfield

A practical guide to applying Spec-Driven Development for both new builds and legacy systems The AI Specification Problem Nobody Talks About AI coding assistants have changed how software gets built. You describe what you want, and working code appears. APIs, database schemas, tests —...

vishalmysore
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MiroMiro - The Chrome Extension That Replaces Half Your DevTools Workflow
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DEV Community · Technology

MiroMiro - The Chrome Extension That Replaces Half Your DevTools Workflow

If you work with front-end code, you've been here: you're inspecting a website, you need an asset (an image, an SVG icon, a color value) and suddenly you're 14 clicks deep in DevTools, hunting through the Elements panel, copying inline styles by hand, or right-clicking "Save As" on images that turn...

Soraia
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Why a half-marathon is a better robot benchmark than a warehouse demo
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DEV Community · Technology

Why a half-marathon is a better robot benchmark than a warehouse demo

A 21.1 km road course exposes failure modes that controlled environments never surface. Beijing is about to run the test again. The demo problem Watch enough humanoid robot videos and a pattern emerges. The robot walks gracefully across a clean floor. It picks up a box from a table. I...

Pomeloid
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Your AI-written codebase is drifting. Here's how to measure it.
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DEV Community · Technology

Your AI-written codebase is drifting. Here's how to measure it.

The bug you can't grep for I was going through my handlers last month. All written with Claude and Cursor over a few weeks. Something felt wrong but I couldn't name it. Then I looked closer. userHandler.ts called requireAuth(req) on line 3, validated input against a schema, and threw a...

Sami Khan
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AI-Assisted Development Workflows: Code Review, Testing, and Documentation
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DEV Community · Technology

AI-Assisted Development Workflows: Code Review, Testing, and Documentation

AI has transformed software development. Code completion predicts what you will type next. AI reviewers catch bugs before human review. Test generation covers edge cases you might miss. Documentation updates happen automatically as code changes. This is not science fiction; it is the current state o...

Veduis
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Self-Hosted Pantheon vs Claude Managed Agents — A Real Cost Comparison
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DEV Community · Technology

Self-Hosted Pantheon vs Claude Managed Agents — A Real Cost Comparison

Why This Comparison Matters Now Anthropic just priced Claude Managed Agents at $0.08/session-hour. That number sounds small until you're running 8 persistent agents 12 hours a day. That's $23/day, $690/month — before compute, before API tokens. I've been running a self-hosted multi-agent...

Atlas Whoff
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No GPU? No problem!, running local AI efficiently on my CPU.
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DEV Community · Technology

No GPU? No problem!, running local AI efficiently on my CPU.

1. Why I tried this. 2. My setup. 3. The problems I faced. 4. The tweaks I discovered. 5. Results. 6. Lessons. THE WHY: I’ve always wanted to explore deep conversations with AI and understand how these systems work. For a l...

Erick Mwangi Muguchia
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Why your AI agent gets dumber over time (and how to fix memory drift)
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DEV Community · Technology

Why your AI agent gets dumber over time (and how to fix memory drift)

Last week, a coding agent in a test repo did something weird: it opened the right files, referenced the wrong API version, and confidently wrote code for a migration we had already rolled back. Nothing was “broken” in the usual sense. The prompts were fine. The tools were available. The model was g...

Authora Dev
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Why I Ditched GA4 for a Custom Next.js + Supabase Analytics Stack
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DEV Community · Technology

Why I Ditched GA4 for a Custom Next.js + Supabase Analytics Stack

Why I Ditched GA4 for a Custom Next.js + Supabase Analytics Stack Let's be honest: GA4 is a nightmare for developers. It's built for enterprise marketing teams. For those of us building micro-SaaS or lean startups, it feels like flying a Boeing 747 just to go to the grocery store. I spen...

Zenovay
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Dozens of 4K Blu-rays are included in Amazon’s three for $33 sale
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The Verge · Technology

Dozens of 4K Blu-rays are included in Amazon’s three for $33 sale

Amazon has switched on its semi-regular three for $33 sale for a large batch of 4K Blu-ray movies. As usual, there are too many to list individually, though it’s a comprehensive mix of old and new flicks that should keep physical media fans scrolling for a minute. The steps to get in on the deal [&#...

Cameron Faulkner
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How to Write a SaaS Landing Page That Converts
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DEV Community · Technology

How to Write a SaaS Landing Page That Converts

How to Write a SaaS Landing Page That Converts Pages with copy that matches what the reader already believes convert at 3x the rate of pages that lead with product features. The gap between a landing page that works and one that doesn't is almost never design. It's whether the words match...

Mohammed Ali Chherawalla
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Hacker News · Technology

Gas Town: From Clown Show to v1.0

Article URL: https://steve-yegge.medium.com/gas-town-from-clown-show-to-v1-0-c239d9a407ec Comments URL: https://news.ycombinator.com/item?id=47770124 Points: 42 # Comments: 35

martythemaniak
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I built a CLI to safely share .env files across teams
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DEV Community · Technology

I built a CLI to safely share .env files across teams

Every developer has done it. You finish setting up a project, and then you need to share the .env file with your teammate. So you paste it into Slack. Or email it. Or worse, you commit it to git by accident. None of these are good options. Slack logs are searchable. Emails get forwarded. Git history...

hillel ilany freedman
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