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📰 Dev.to · Patrick Hughes

16 articles · Updated every 3 hours · View all reads

All Articles 92,226Blog Posts 110,362Tech Tutorials 23,174Research Papers 19,235News 14,893 ⚡ AI Lessons
How I Let an AI Agent Run 100 ML Experiments Overnight on a $500 GPU
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.
6 Agent Patterns From Claude Code's Leaked Source
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.
7% of vibe-coded apps ship with wide-open databases
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.
Prompt Injection Attacks on AI Agents: What Business Owners Need to Know
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
When to Replace Your AI Agent With a Script
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
AI Agent Memory: How It Works and When You Actually Need It
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
OpenClaw AI Agent Review 2026: Is It Worth It?
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.
We Built Fowler's AI Feedback Flywheel (Before He Named It)
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...
How Much Does It Cost to Build an AI Agent? (2026 Pricing)
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...
AI Agent Cost in 2026: $500 to $150K — Real Pricing Breakdown
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...
OpenClaw vs Custom AI Agents: Which Saves More in 2026?
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...
Run LLMs on Consumer GPUs in Production (2026 Guide)
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...