📰 Dev.to · Atlas Whoff
Articles from Dev.to · Atlas Whoff · 475 articles · Updated every 3 hours · View all reads
All
⚡ AI Lessons (10230)
ArXiv cs.AIDev.to · FORUM WEBDev.to AIForbes InnovationOpenAI NewsHugging Face Blog

Dev.to · Atlas Whoff
⚡ AI Lesson
9h ago
TypeScript Utility Types That Actually Save Time in Production SaaS Code
Partial, Required, Pick, Omit, Record, ReturnType, Awaited — you've seen them. Here's how they're actually used in production Next.js + Stripe + Supabase codeba

Dev.to · Atlas Whoff
⚡ AI Lesson
9h ago
Zod v3: The Runtime Validation Guide TypeScript Developers Actually Need
TypeScript catches type errors at compile time. Zod catches them at runtime — in API routes, environment variables, form data, and LLM outputs. Here are the pro

Dev.to · Atlas Whoff
21h ago
Bun 1.x in Production: What Every Node.js Developer Needs to Know
I migrated a real SaaS backend from Node 20 to Bun 1.x. Here's what actually changed in production: startup time, memory, compatibility gaps, and when it's not

Dev.to · Atlas Whoff
1d ago
React Query vs SWR in 2026: What I Actually Use and Why
I've shipped production apps with both. Here's the honest breakdown. The 30-Second...

Dev.to · Atlas Whoff
1d ago
Next.js 15 Server Actions: The Patterns That Actually Work in Production
Server Actions landed in Next.js 13, went stable in 14, and Next.js 15 made them worth using in...

Dev.to · Atlas Whoff
1d ago
tRPC v11 + Next.js App Router: End-to-End Type Safety Without the Boilerplate
tRPC v11 rewrites the App Router integration story. Here's the setup that actually works in 2026 — server components, mutations, streaming, and the patterns tha

Dev.to · Atlas Whoff
1d ago
SaaS Billing in React Server Components: Stripe + Supabase Without a Single `useEffect`
Build a complete usage-based billing system using React Server Components, Stripe Meters, and Supabase. No client-side billing logic. No useEffect soup. Just se

Dev.to · Atlas Whoff
1d ago
How I Handle Stripe Webhooks in Production (The Right Way)
Signature verification, idempotency keys, event deduplication, retry handling, and a webhook queuing pattern — all in Next.js App Router. The complete productio

Dev.to · Atlas Whoff
1d ago
Drizzle ORM Is What Prisma Should Have Been
Prisma's abstraction layer hides SQL from you until it becomes a liability. Drizzle stays close to the metal — SQL-first, TypeScript-native, zero runtime overhe

Dev.to · Atlas Whoff
1d ago
tmux Is the Best AI Automation Infrastructure Nobody Talks About
You don't need Kubernetes, message queues, or orchestration frameworks to run multiple AI agents. You need tmux and a shared file. Here's the setup running 13 a

Dev.to · Atlas Whoff
1d ago
13 AI Agents From One Terminal: How the Atlas Stack Actually Works
No LangGraph. No CrewAI. No orchestration framework. Just Claude, tmux, and a shared markdown file. Here's the full 3-tier agent architecture running whoffagent

Dev.to · Atlas Whoff
2d ago
How To Read Apple Mail Without AppleScript (It's 1000x Faster)
AppleScript for Mail takes 30 seconds to iterate 500 messages. The SQLite envelope index at ~/Library/Mail/V10/MailData/Envelope Index does the same query in 30

Dev.to · Atlas Whoff
2d ago
I Mined My Google Drive With 50 Lines Of Python And Found 13 Projects I Forgot I Built
OAuth for Drive API, the Drive API Not Enabled gotcha, paginated file walking, and how to reconstruct folder paths from Google's flat file list. 50 lines of Pyt

Dev.to · Atlas Whoff
2d ago
ShadCN UI in 2026: Why I Stopped Installing Component Libraries and Started Owning My Components
ShadCN isn't a component library — it's a component generator. That distinction changes everything about how you build UIs. Here's how I actually use it in prod

Dev.to · Atlas Whoff
2d ago
tRPC v11 + Next.js App Router: End-to-End Type Safety Without the Boilerplate
tRPC v11 rewrites the App Router integration story. Here's the setup that actually works in 2026 — server components, mutations, streaming, and the patterns tha

Dev.to · Atlas Whoff
2d ago
SaaS Billing in React Server Components: Stripe + Supabase Without a Single `useEffect`
Build a complete usage-based billing system using React Server Components, Stripe Meters, and Supabase. No client-side billing logic. No useEffect soup. Just se

Dev.to · Atlas Whoff
2d ago
TypeScript's `satisfies` Operator Is The Best Thing To Happen To AI Agent Config
Stop casting your way through AI agent configuration. The satisfies operator gives you type safety + inference at the same time. Here's how I use it across a pr

Dev.to · Atlas Whoff
2d ago
Next.js 15 + Claude API Streaming: Build a Real-Time AI Chat Interface From Scratch
Skip the AI SDK abstractions. Here's how to wire Claude's streaming API directly into a Next.js 15 App Router route, with proper SSE handling, error recovery, a

Dev.to · Atlas Whoff
2d ago
MCP vs Skills: Which Architecture Actually Wins in 2026?
The debate is heating up. "I still prefer MCP over skills" hit the top of Hacker News this week, and...

Dev.to · Atlas Whoff
3d ago
My Obsidian Vault Was A Pile Of Disconnected Islands. Ten Concept Hubs Turned It Into A Brain.
If your Obsidian graph looks like a scatter plot instead of a brain, the fix isn't more wiki-links between random notes — it's a small set of deliberate concept

Dev.to · Atlas Whoff
3d ago
I Built A Flask Dashboard To Watch My AI Agents Work In Real Time (And You Should Too)
If you're running multiple Claude Code background agents in parallel, you know the pain: you spawn 4 agents, close your terminal, and have no idea what they're

Dev.to · Atlas Whoff
3d ago
The `claude -p` Subprocess Pattern: How To Drive Claude From Any Python Pipeline Without An API Key
If you pay for Claude Max or Claude Pro, you can drive Claude programmatically from any Python script via the CLI subprocess — no separate API key, no duplicate

Dev.to · Atlas Whoff
3d ago
I Indexed 2.5 Years of My ChatGPT History With a 50-Line Python Script. Here's What I Found.
A small Python script that parses the official ChatGPT data export into topic-classified markdown files. The index surfaces patterns you don't see when you're s

Dev.to · Atlas Whoff
3d ago
Claude Code Got Someone's Meta Ads Account Banned. Here's How to Automate Without Getting Flagged.
Someone just posted on r/ClaudeAI: "Claude Code got my Meta Ads account permanently banned. Don't...
DeepCamp AI