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⚡ AI Lessons
Dev.to · Gerus Lab
⚡ AI Lesson
2mo ago
Your Employer Thinks They Own Your Code. A Russian Court Just Proved Them Wrong.
Every developer has been there. You write something clever on a Friday afternoon — maybe a small...
Dev.to · Gerus Lab
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
DeepSeek V4 Is Open Source and Beats GPT-5 on Code. Here's What We Found After 48 Hours of Testing
DeepSeek just dropped V4 — and this time, it's not just another incremental update. V4 Pro packs 1.6...
Dev.to · Gerus Lab
⚡ AI Lesson
2mo ago
Microsoft Just Vaporized a Trillion Dollars Because Nobody Wanted to Refactor
Microsoft nearly lost OpenAI and burned a trillion dollars because of the same technical debt traps killing your startup right now.
Dev.to · Gerus Lab
📋 Product Management
⚡ AI Lesson
2mo ago
Your Enterprise Partner Is Why Your Product Is 18 Months Late
Microsoft almost lost OpenAI because a 122-person engineering org seriously debated porting Windows to a 4KB chip. The real lesson for founders: big teams do no
Dev.to · Gerus Lab
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
We Let AI Agents Write 80% of Our Code for 6 Months — Here's What Actually Happened
The Experiment That Almost Killed Our Engineering Culture Six months ago, we at Gerus-lab...
Dev.to · Gerus Lab
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Why Adding More AI Agents Makes Your System Dumber (And What We Learned the Hard Way)
The Dirty Secret of Multi-Agent AI Systems Every week, another startup announces their...
Dev.to · Gerus Lab
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Microsoft Almost Lost OpenAI Because of 173 Agents. Here's What Every Engineering Team Should Steal From This Disaster
Microsoft nearly torched a trillion dollars and almost lost OpenAI because of 173 management agents nobody understood. Here is the engineering disease behind it
Dev.to · Gerus Lab
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
We Replaced 40% of Our Dev Work with AI in 2026 — Here's What Actually Happened
Everyone in tech is making the same bold claim right now: "AI is 10x-ing our team." We heard it at...
Dev.to · Gerus Lab
🧠 Large Language Models
⚡ AI Lesson
2mo ago
Stop Blaming LLMs for Hallucinations — You're Using a JPEG as a Database
At Gerus-lab, we've integrated AI into production systems across Web3, SaaS, and GameFi projects. And...
Dev.to · Gerus Lab
🧠 Large Language Models
⚡ AI Lesson
2mo ago
LLM Hallucinations Are Compression Artifacts — And That Changes Everything About How We Build AI Products
LLM Hallucinations Are Compression Artifacts — And That Changes Everything About How We...
Dev.to · Gerus Lab
🧠 Large Language Models
⚡ AI Lesson
2mo ago
LLM Hallucinations Are Compression Artifacts. Yes, Really. And This Changes How We Build.
Everyone's been treating LLM hallucinations like a bug. A flaw in reasoning. Something to patch with...
Dev.to · Gerus Lab
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
We Dug Into the Claude Code Source Leak — And It Changed How We Build AI Agents
The internet had a field day on March 31, 2026. Anthropic accidentally shipped the entire source code...
Dev.to · Gerus Lab
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
We Dug Into the Claude Code Source Leak — Here's What It Reveals About AI Agent Architecture
We Dug Into the Claude Code Source Leak — Here's What It Reveals About AI Agent...
Dev.to · Gerus Lab
🔧 Backend Engineering
⚡ AI Lesson
3mo ago
Stop Using Django REST Framework: We Did, and Here's What We Learned
We built 14+ production projects at Gerus-lab using DRF. Then we stopped. Here's an honest breakdown of DRF vs django-ninja vs modern alternatives — and what ac
Dev.to · Gerus Lab
💻 AI-Assisted Coding
⚡ AI Lesson
3mo ago
AI Is Killing the Joy of Coding — And We're Letting It Happen
The most upvoted post on Habr this week hit a nerve. A developer wrote: "AI didn't just speed up my...
Dev.to · Gerus Lab
💻 AI-Assisted Coding
⚡ AI Lesson
3mo ago
We Stopped Writing Code Manually. Here is What Actually Happened.
We stopped writing code manually six months ago. Not because we got lazy — because we got smart about...
Dev.to · Gerus Lab
⚡ AI Lesson
3mo ago
Your Microservices Are Killing Your Startup (And You Know It)
Let's have an honest conversation nobody wants to have. You chose microservices because that's what...
Dev.to · Gerus Lab
⚡ AI Lesson
3mo ago
Stop Blaming Your Framework: Your App Is Slow Because You Stopped Caring About Performance
Let me start with a confession. Three years ago, our team at Gerus-lab deployed a SaaS dashboard...
Dev.to · Gerus Lab
⚡ AI Lesson
3mo ago
Your AI Image Pipeline Will Break in Production — Here's How We Fixed Ours
Your AI Image Pipeline Will Break in Production — Here's How We Fixed Ours Everyone's...
Dev.to · Gerus Lab
💻 AI-Assisted Coding
⚡ AI Lesson
3mo ago
Your AI Image Pipeline Will Break in Production — Here's How We Fixed Ours
Everyone's building AI-powered apps in 2026. Few talk about what happens when your "call OpenAI and...
Dev.to · Gerus Lab
🤖 AI Agents & Automation
⚡ AI Lesson
4mo ago
My Actual AI Workflow for Building a Production SaaS — Not Another ChatGPT Wrapper
Everyone's building AI wrappers. We built an AI product. There's a running joke in the dev...
DeepCamp AI