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Building the future with AI and Automation.

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Memory Isn't About Storing Everything- It's About Controlling What Gets Stored and When

Memory Isn’t About Storing Everything - It’s About Controlling What Gets Stored and When TL;DR Most AI systems “remember everything” b...

Avnish Yadav 17 Jan, 2026

Latest Posts

Memory Isn't About Storing Everything- It's About Controlling What Gets Stored and When

Memory Isn’t About Storing Everything - It’s About Controlling What Gets Stored and When TL;DR Most AI systems “remember everything” b...

Avnish Yadav 17 Jan, 2026

Stop Your AI Agent From Making Things Up: 3 Guardrails That Actually Work

Stop Your AI Agent From Making Things Up: 3 Guardrails That Actually Work Keywords: AI agent guardrails, hallucinations, n8n AI workfl...

Avnish Yadav 17 Jan, 2026

AI Agents Aren't Magic: Build Them as Structured Workflows Instead

AI Agents Aren’t Magic: Build Them as Structured Workflows Instead TL;DR Most “AI agent” tutorials fail in production because...

Avnish Yadav 16 Jan, 2026

Stop Studying Manually: Automate Your Learning with n8n + AI Systems

Stop Studying Manually: Automate Your Learning with n8n + AI Systems TL;DR Learning stays slow when the workflow is manual: c...

Avnish Yadav 11 Jan, 2026

Your Automation Is Breaking Because You Think in Features, Not Flows

Your Automation Is Breaking Because You Think in Features, Not Flows TL;DR Automations fail when built as feature checklists ...

Avnish Yadav 10 Jan, 2026

Your AI Output Is Average Because You're Missing These 3 Constraints

Your AI Output Is Average Because You're Missing These 3 Constraints TL;DR AI doesn’t produce bad output because it’s wea...

Avnish Yadav 10 Jan, 2026

Stop Writing Prompts That Fail: The Contract-Based Approach That Actually Works

Stop Writing Prompts That Fail: The Contract-Based Approach That Actually Works TL;DR Your AI prompts are breaking because t...

Avnish Yadav 10 Jan, 2026

AI as a Decision Engine: Stop Using It for Everything

AI as a Decision Engine: Stop Using It for Everything TL;DR AI works best as a decision engine for four tasks: classi...

Avnish Yadav 10 Jan, 2026

Stop Adding AI Before You Have Logic: Build Reliable n8n Workflows First

Stop Adding AI Before You Have Logic: Build Reliable n8n Workflows First TL;DR Most AI automations fail because developers sk...

Avnish Yadav 8 Jan, 2026

Stop Using n8n Like Zapier - It's a Thinking Framework for Developers

Stop Using n8n Like Zapier – It's a Thinking Framework for Developers TL;DR Most tutorials teach n8n as a “Zapier alte...

Avnish Yadav 7 Jan, 2026

Why Early Developers Lose to Automation (And How to Win)

Why Early Developers Lose to Automation (And How to Win) Why Early Developers Lose to Automation (And How to Win) TL;DR Early de...

Avnish Yadav 6 Jan, 2026