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Gerus Lab

https://www.gerus-lab.com

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Stop Fine-Tuning Your LLMs. RAG Exists and It's Not Even Close.

Stop Fine-Tuning Your LLMs. RAG Exists and It's Not Even Close.

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4 min read
Vibe Coding Will Burn Your Production System. We Learned This the Hard Way.

Vibe Coding Will Burn Your Production System. We Learned This the Hard Way.

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5 min read
Vibe Coding Will Kill Your Startup: The Ugly Truth Nobody Tells You

Vibe Coding Will Kill Your Startup: The Ugly Truth Nobody Tells You

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5 min read
Your AI Agent Is Lying to You (And You're Paying for the Privilege)

Your AI Agent Is Lying to You (And You're Paying for the Privilege)

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5 min read
Your Microservices Are Holding Your AI Back. Here's What We Replaced Them With.

Your Microservices Are Holding Your AI Back. Here's What We Replaced Them With.

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4 min read
Stop Blaming Your Developers. Your Tech Stack Is the Real Problem.

Stop Blaming Your Developers. Your Tech Stack Is the Real Problem.

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5 min read
Stop Building AI Products With a Single LLM — It's a Trap

Stop Building AI Products With a Single LLM — It's a Trap

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6 min read
AI-Generated Code Is Killing Your Product (And You Don't Even Know It)

AI-Generated Code Is Killing Your Product (And You Don't Even Know It)

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6 min read
AI-Generated Code Will Kill Your Product. Here's the Ugly Truth.

AI-Generated Code Will Kill Your Product. Here's the Ugly Truth.

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6 min read
Your AI Integration Is a Facade (And Your Users Know It)

Your AI Integration Is a Facade (And Your Users Know It)

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6 min read
AI-Generated Code Is a Ticking Time Bomb (We Learned This the Hard Way)

AI-Generated Code Is a Ticking Time Bomb (We Learned This the Hard Way)

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5 min read
Stop Letting AI Write Your Production Code. We Tried It. Here's What Broke.

Stop Letting AI Write Your Production Code. We Tried It. Here's What Broke.

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6 min read
Stop Vibe-Coding: The Ugly Truth About AI-Generated Code Nobody Wants to Hear

Stop Vibe-Coding: The Ugly Truth About AI-Generated Code Nobody Wants to Hear

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6 min read
We Banned GitHub Copilot for 30 Days. Our Code Quality Actually Improved.

We Banned GitHub Copilot for 30 Days. Our Code Quality Actually Improved.

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6 min read
Your AI Agent Has Amnesia — And It's Killing Your Product

Your AI Agent Has Amnesia — And It's Killing Your Product

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5 min read
Why Your AI Agent's Memory Is Broken (And How to Fix It With SQLite)

Why Your AI Agent's Memory Is Broken (And How to Fix It With SQLite)

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5 min read
We Reinvented PHP in 2026 — But 10x Slower: The Real Cost of React Server Components

We Reinvented PHP in 2026 — But 10x Slower: The Real Cost of React Server Components

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5 min read
We Reinvented PHP but 10x Slower: Why React Server Components Might Be an Architectural Dead End

We Reinvented PHP but 10x Slower: Why React Server Components Might Be an Architectural Dead End

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5 min read
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

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6 min read
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

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6 min read
Building a Non-Custodial DCA Protocol on TON: How We Used the MasterChef Pattern to Achieve O(1) Smart Contract Complexity

Building a Non-Custodial DCA Protocol on TON: How We Used the MasterChef Pattern to Achieve O(1) Smart Contract Complexity

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6 min read
How We Ship AI-Powered Telegram Mini Apps on TON — Architecture Patterns That Actually Work

How We Ship AI-Powered Telegram Mini Apps on TON — Architecture Patterns That Actually Work

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5 min read
NFT Staking V2: How We Built a High-Performance Staking System on TON Blockchain

NFT Staking V2: How We Built a High-Performance Staking System on TON Blockchain

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4 min read
Stop Building AI Demos — Here's How We Ship AI Systems That Actually Scale

Stop Building AI Demos — Here's How We Ship AI Systems That Actually Scale

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4 min read
We Built 3 AI-Powered Telegram Mini Apps. Here's What We Learned About Scaling Them.

We Built 3 AI-Powered Telegram Mini Apps. Here's What We Learned About Scaling Them.

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5 min read
Finite State Machines for Trustless Escrow: How We Built a Decentralized Marketplace on TON

Finite State Machines for Trustless Escrow: How We Built a Decentralized Marketplace on TON

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5 min read
My Actual AI Workflow for Building a Production SaaS — Not Another ChatGPT Wrapper

My Actual AI Workflow for Building a Production SaaS — Not Another ChatGPT Wrapper

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5 min read
I Built a Non-Custodial DCA Bot on TON — Here

I Built a Non-Custodial DCA Bot on TON — Here

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4 min read
MEV Protection on Solana in 2026 — Jito Bundles, Astralane, and What Actually Works

MEV Protection on Solana in 2026 — Jito Bundles, Astralane, and What Actually Works

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5 min read
5 Gamification Patterns That Actually Move SaaS Metrics (Not Just Vanity Numbers)

5 Gamification Patterns That Actually Move SaaS Metrics (Not Just Vanity Numbers)

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4 min read
5 Gamification Patterns That Actually Move SaaS Metrics (Not Just Vanity Numbers)

5 Gamification Patterns That Actually Move SaaS Metrics (Not Just Vanity Numbers)

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4 min read
How We Built an AI-Powered Trend Detection Engine for Solana Meme Coins

How We Built an AI-Powered Trend Detection Engine for Solana Meme Coins

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6 min read
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