📰 Dev.to · Patrick Hughes
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⚡ AI Lessons

Dev.to · Patrick Hughes
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
How to Close the AI Agent Cost Gap at the Call Site
The cost gap between what an AI agent could cost and what it does cost is 40%. You close it at the call site, not in a dashboard. Here is how.

Dev.to · Patrick Hughes
1mo ago
The AI Whirlwind: Why Your Local Agent Matters More Than Ever
Amidst the big tech AI boom and new policy discussions, discover why building ethical, autonomous AI agents on consumer hardware is critical. Explore practical

Dev.to · Patrick Hughes
1mo ago
Securing Your AI Agents: Essential Practices for On-Device Automation
The AI world is buzzing, but recent events highlight the critical need for secure and efficient AI agents. Discover practical engineering steps for building rel

Dev.to · Patrick Hughes
1mo ago
The Future of AI and Next.js
How AI agents are changing the way we build with Next.js — from agentic development to shipping 10x faster as a solo engineer.

Dev.to · Patrick Hughes
1mo ago
How I Let an AI Agent Run 100 ML Experiments Overnight on a $500 GPU
I let an autonomous agent run 100 ML experiments while I slept. 7 succeeded. Net result: 25% model improvement. Here's the setup.

Dev.to · Patrick Hughes
1mo ago
6 Agent Patterns From Claude Code's Leaked Source
Anthropic accidentally leaked Claude Code's source. I read through it. Here are 6 architecture patterns that are changing how I build agents for clients.

Dev.to · Patrick Hughes
1mo ago
7% of vibe-coded apps ship with wide-open databases
A 1,764-app audit found 7% had open Supabase databases and 15% of Bolt apps had hardcoded secrets. The fix takes ten minutes.

Dev.to · Patrick Hughes
1mo ago
Prompt Injection Attacks on AI Agents: What Business Owners Need to Know
AI agents can be hijacked through the content they read. Here is what prompt injection looks like in production, why your existing security stack will not catch

Dev.to · Patrick Hughes
1mo ago
When to Replace Your AI Agent With a Script
Will Larson says agents should be scaffolding, not permanent infrastructure. I run 12 agents overnight. Here's what I kept as agents and what I converted to cod

Dev.to · Patrick Hughes
1mo ago
AI Agent Memory: How It Works and When You Actually Need It
Dario Amodei says continual learning will be solved this year. Here is what AI agent memory actually means for builders shipping agents right now. Three pattern

Dev.to · Patrick Hughes
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
OpenClaw AI Agent Review 2026: Is It Worth It?
OpenClaw promises production-ready AI agents out of the box. We ran it on 3 real use cases. Here's what worked, what didn't, and who it's for.

Dev.to · Patrick Hughes
2mo ago
We Built Fowler's AI Feedback Flywheel (Before He Named It)
We Built Martin Fowler's AI Feedback Flywheel Before He Named It On April 9, 2026, Martin...

Dev.to · Patrick Hughes
2mo ago
How Much Does It Cost to Build an AI Agent? (2026 Pricing)
How Much Does It Cost to Build an AI Agent in 2026? Building an AI agent costs anywhere...

Dev.to · Patrick Hughes
2mo ago
AI Agent Cost in 2026: $500 to $150K — Real Pricing Breakdown
How Much Does It Cost to Build an AI Agent in 2026? If you're Googling this, you're...

Dev.to · Patrick Hughes
2mo ago
OpenClaw vs Custom AI Agents: Which Saves More in 2026?
OpenClaw Has 250K GitHub Stars — But Should Your Business Actually Use It? OpenClaw just...

Dev.to · Patrick Hughes
2mo ago
Run LLMs on Consumer GPUs in Production (2026 Guide)
Serving a Live LLM From My Home Office: What Local Inference in Production Actually Looks...
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