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⚡ AI Lessons

Dev.to · Rob
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Has This Blog Been a Waste of Time? (I Made My Coding Agent Investigate)
A challenge to a coding agent: prove whether months of homegrown test harnesses and bakeoff scripts were reinventing wheels that already exist. A survey of what

Dev.to · Rob
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Thursday Thoughts: Why Anthropic Is the Next AWS, but Potentially Worse
Anthropic and AWS are both, underneath everything else, infrastructure providers renting out specialized compute. But the sharper parallel is behavioral — both

Dev.to · Rob
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Thursday Thoughts: Every Intern Is a Builder Now
A finance intern is spending her summer observing business processes and vibe coding automation tools. Not a CS major. Not shadowing someone. Building something

Dev.to · Rob
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Homelab Bakeoff: OpenClaw Outperforms Hermes… With Hermes Models
Two Discord bots, one 14B model, five fitness-tracker tasks. Both agents failed on the first try. Getting them working required debugging context overflow, sile

Dev.to · Rob
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Your AI Strategy Has a Blind Spot: An SEO and AEO Audit of vibescoder.dev
A deep audit of vibescoder.dev revealed that Cloudflare was silently blocking every major AI crawler — even after we'd explicitly turned that setting off. Here'

Dev.to · Rob
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
The Agentic Gap: Claude Oneshots, Gemma Fails
Two days ago, Gemma 4 topped our local model benchmark — 167 tokens per second, perfect code quality...

Dev.to · Rob
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Your AI Strategy Has a Blind Spot: An SEO and AEO Audit of vibescoder.dev
A deep audit of vibescoder.dev revealed that Cloudflare was silently blocking every major AI crawler — even after we'd explicitly turned that setting off. Here'

Dev.to · Rob
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Model Showdown Round 2: Adding Gemma, Kimi, and 579 GB of Stubborn Optimism
At the end of Round 1, we promised a rematch. More models. Fixed settings. Harder questions about...
DeepCamp AI