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⚡ AI Lessons
Simon Willison's Blog
💻 AI-Assisted Coding
⚡ AI Lesson
17h ago
Why AI hasn’t replaced software engineers, and won’t
Why AI hasn’t replaced software engineers, and won’t Arvind Narayanan and Sayash Kappor take on the question of AI job losses through the lens of a profession t
Dev.to · quinn
💻 AI-Assisted Coding
⚡ AI Lesson
2d ago
A Simple Prompt Schema for AI Logo and Poster Generation
AI image generation is useful, but it becomes much more reliable when the prompt is treated like a...
Dev.to · Learn AI Resource
💻 AI-Assisted Coding
⚡ AI Lesson
2d ago
Stop Asking AI to Generate Code—Use It to Debug Instead
Alright, here's the thing: every developer I know has tried using AI to write code, and like 60% of...
Dev.to · Baqar Hussain Naqvi
💻 AI-Assisted Coding
⚡ AI Lesson
2d ago
I built an interactive tracker for my 25-week GenAI engineering roadmap (instead of using Notion)
I've spent 8+ years as an enterprise developer — .NET, Oracle, PeopleSoft, the integration trenches....
Dev.to · Kai Thorne
💻 AI-Assisted Coding
⚡ AI Lesson
2d ago
TypeScript Mapped Types: The Feature That Changes How You Design Types
Stop writing repetitive type definitions. Learn mapped types — from basic key transformations to template literal remapping — with real code examples that actua
Dev.to · hekman316
💻 AI-Assisted Coding
⚡ AI Lesson
2d ago
I stopped trusting Claude's code reviews, so I built a skill that puts my code on trial
Every time I asked Claude to review my branch, I got one of two answers: a cheerful "Looks good! 👍"...
Dev.to · Kai Thorne
💻 AI-Assisted Coding
⚡ AI Lesson
2d ago
Mastering TypeScript's `never` Type: Exhaustive Checks, Conditional Types, and Real Patterns
TypeScript's `never` type is often misunderstood. Learn how to use it for compile-time exhaustive checks, safer switch statements, and advanced type-level progr
Dev.to · yoko / Naoki Yokomachi
💻 AI-Assisted Coding
⚡ AI Lesson
2d ago
Got an Even G2? Build Your Own Apps! — Hands-on Impressions and Dev Tips
Introduction I bought the Even G2 smart glasses from Even Realities, along with the Even...
Dev.to · maflame
💻 AI-Assisted Coding
⚡ AI Lesson
2d ago
How to reduce AI prototype API costs by changing only base_url
When you are building small AI apps, the first few demos usually feel cheap. Then you start testing...
Dev.to · Elizabeth Fuentes L
💻 AI-Assisted Coding
⚡ AI Lesson
2d ago
AWS Agent Toolkit: Stop Your Coding Agent Hallucinating APIs
AI coding agent hallucinates AWS APIs because it's guessing from training data frozen in the...
Dev.to · Isaiah Kim
💻 AI-Assisted Coding
⚡ AI Lesson
2d ago
I Built an AI Symptom Tracker That Generates Doctor-Ready Reports
What It Is AI Wellness Journal is a symptom tracking app built with Next.js, Supabase, and...
Dev.to · Yurukusa
💻 AI-Assisted Coding
⚡ AI Lesson
3d ago
Two unrelated Claude Code Opus 4.8 failures hit the same week: token burn and fabricated tool results
Late May 2026, Opus 4.8 produced two structurally different failures — 46k tokens for a trivial task, and tool results invented before the tool returned. Both a
Dev.to · Deva
💻 AI-Assisted Coding
⚡ AI Lesson
3d ago
Every post my engine wrote hit 200 characters. Here is the fix.
200 characters. That was the fixed soft target every post my engine generated aimed for. Replies had...
Dev.to · Serhii Kalyna
💻 AI-Assisted Coding
⚡ AI Lesson
3d ago
Streaming Responses with Claude API in Python (2026)
Originally published at kalyna.pro Streaming sends Claude's response token by token as it's...
Dev.to · Abhishek Pandit
💻 AI-Assisted Coding
⚡ AI Lesson
3d ago
Stop Merging Blind: How I Use @code-reviewer Before Every PR
Most code review is either skipped or rubber-stamped. I use a Copilot agent that runs a 5-axis review — correctness, readability, architecture, security, perfor
Dev.to · eagerspark
💻 AI-Assisted Coding
⚡ AI Lesson
3d ago
How I Cut Client AI Bills by 60% Using DeepSeek Through Spring Boot
How I Cut Client AI Bills by 60% Using DeepSeek Through Spring Boot Three months ago I got a Slack...
Dev.to · julianrubisch
💻 AI-Assisted Coding
⚡ AI Lesson
3d ago
How much of your codebase should AI write? A trust-zone breakdown
Around 70% of the Rails code I ship is AI-written. The 30% I keep under my own hands is the part that...
Dev.to · Clear Code Intelligence
💻 AI-Assisted Coding
⚡ AI Lesson
3d ago
The Token Tax of Technical Debt
AI coding does not make technical debt disappear. It changes the way technical debt charges...
Dev.to · Truffle
💻 AI-Assisted Coding
⚡ AI Lesson
3d ago
One mp3, twelve panels.
Twelve panels did not mean twelve text-to-speech calls. One mp3 with a per-character alignment array, twelve offsets recorded at build time, and the sync proble
Dev.to · Mustafa ERBAY
💻 AI-Assisted Coding
⚡ AI Lesson
3d ago
Have AI Tools Made Me a Better Engineer?
Some parts of the experience I've gained over the years suddenly became "ordinary" with AI tools....
Dev.to · zhongqiyue
💻 AI-Assisted Coding
⚡ AI Lesson
3d ago
Why Your AI App Costs Too Much (And How I Fixed It)
I’d been building a chatbot for a niche technical support community. The idea was simple: users ask...
Dev.to · Divyesh
💻 AI-Assisted Coding
⚡ AI Lesson
3d ago
I Added an AI Gate Before Every git push with no-mistakes 🛡️
We are all using AI to write code now. Whether it's Claude Code, Aider, or Copilot, the speed is...
Dev.to · Ahmad Mustafa
💻 AI-Assisted Coding
⚡ AI Lesson
3d ago
I built an AI code review GitHub App that tracks your team's mistake patterns, here's how
Most AI code review tools tell you what's wrong in a PR. CodePulse tells you what your team keeps...
Dev.to · Med Marrouchi
💻 AI-Assisted Coding
⚡ AI Lesson
3d ago
The AI Code Review Dilemma
AI-generated code is becoming normal in development teams. But here is the uncomfortable part: What...
DeepCamp AI