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Notes on building with AI

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Hero image for Evaluating AI-Generated Pull Requests: How to Review Agentic Code Contributions Without Sacrificing Quality
Evaluating AI-Generated Pull Requests: How to Review Agentic Code Contributions Without Sacrificing Quality
By Rahul carpenter
Hero image for Open-Weights vs. Closed Cloud Models in 2026: Why Enterprise AI Strategy Is Shifting To Self-Hosted Intelligence
Open-Weights vs. Closed Cloud Models in 2026: Why Enterprise AI Strategy Is Shifting To Self-Hosted Intelligence
By Yuvraj Bokhre
Hero image for AI Security & Agent Penetration Testing: How Autonomous Agents Are Redefining Cyber Defense in 2026
AI Security & Agent Penetration Testing: How Autonomous Agents Are Redefining Cyber Defense in 2026
By Yuvraj Bokhre
Hero image for Gemma 4 12B & Local Agentic Workflows: How Google’s On-Device Multimodal Model is Changing Edge AI in 2026
Gemma 4 12B & Local Agentic Workflows: How Google’s On-Device Multimodal Model is Changing Edge AI in 2026
By Rahul carpenter
Hero image for Putting AI Agents to the Test: Autonomous Execution vs. Human Oversight in 2026
Putting AI Agents to the Test: Autonomous Execution vs. Human Oversight in 2026
By Rahul carpenter
Hero image for Managing Runaway Agent Loops in Production: Error Handling and Token Defenses in n8n and LangGraph
Managing Runaway Agent Loops in Production: Error Handling and Token Defenses in n8n and LangGraph
By Rahul carpenter
Hero image for LLM Distillation Simplified: How to Train 3B-7B Custom Models for Enterprise Automation
LLM Distillation Simplified: How to Train 3B-7B Custom Models for Enterprise Automation
By Yuvraj Bokhre
Hero image for Hardware Acceleration for Agentic Workflows: How Next-Gen CPUs and GPUs Power Local Inference in 2026
Hardware Acceleration for Agentic Workflows: How Next-Gen CPUs and GPUs Power Local Inference in 2026
By Rahul carpenter
Hero image for Agent Automation Controls in GitHub & Issue Tracking: Automating Pull Requests, Code Reviews, and Issue Resolution
Agent Automation Controls in GitHub & Issue Tracking: Automating Pull Requests, Code Reviews, and Issue Resolution
By Yuvraj Bokhre
Hero image for Dead Internet Theory Was Partly Right: How Autonomous AI Agents Are Consuming and Generating 80% of Web Traffic in 2026
Dead Internet Theory Was Partly Right: How Autonomous AI Agents Are Consuming and Generating 80% of Web Traffic in 2026
By Yuvraj Bokhre
Hero image for Preventing Rogue Agents: How to Design Kill Switches and Circuit Breakers for Autonomous Workflows
Preventing Rogue Agents: How to Design Kill Switches and Circuit Breakers for Autonomous Workflows
By Yuvraj Bokhre
Hero image for Proactive AI Agents: How to Build Event-Driven Automation That Operates Without Human Triggers
Proactive AI Agents: How to Build Event-Driven Automation That Operates Without Human Triggers
By Yuvraj Bokhre

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