Category

AI & Machine Learning

9 posts

Autonomous Code Review: How AI Agents Are Raising the Bar for Software Quality
AI & Machine Learning9 min read

Autonomous Code Review: How AI Agents Are Raising the Bar for Software Quality

AI agents don't just write code — they review it. Autonomous code review catches bugs, security flaws, and design issues that human reviewers miss. Here's how it works.

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The Tool-Use Revolution: How Function Calling Transformed LLMs Into Agents
AI & Machine Learning8 min read

The Tool-Use Revolution: How Function Calling Transformed LLMs Into Agents

The single most important capability that turned language models into agents wasn't better reasoning — it was tool use. Here's the technical story of how function calling changed everything.

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RAG Is Dead, Long Live Agentic RAG: The Evolution of AI Knowledge Systems
AI & Machine Learning9 min read

RAG Is Dead, Long Live Agentic RAG: The Evolution of AI Knowledge Systems

Traditional RAG retrieves documents and stuffs them into context. Agentic RAG plans queries, evaluates results, and iterates until it finds the right answer.

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Building Production AI Agents: Lessons from Shipping Autonomous Systems
AI & Machine Learning9 min read

Building Production AI Agents: Lessons from Shipping Autonomous Systems

Building a demo agent is easy. Shipping one that handles edge cases, recovers from failures, and earns user trust is hard. Here are the lessons learned.

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Claude, GPT, Gemini: Comparing AI Agent Capabilities in Real-World Tasks
AI & Machine Learning10 min read

Claude, GPT, Gemini: Comparing AI Agent Capabilities in Real-World Tasks

Not all AI agents are created equal. A practical comparison of Claude, GPT-4, and Gemini on real software engineering tasks — coding, debugging, and system design.

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Multi-Agent Systems: When AI Agents Learn to Collaborate
AI & Machine Learning8 min read

Multi-Agent Systems: When AI Agents Learn to Collaborate

Single agents are powerful. Teams of specialized agents working together are transformative. Here's how multi-agent architectures are reshaping complex problem-solving.

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The Agentic Paradigm Shift: Why 2025 Changed Everything in AI Development
AI & Machine Learning9 min read

The Agentic Paradigm Shift: Why 2025 Changed Everything in AI Development

The shift from AI-as-tool to AI-as-agent represents the biggest paradigm change since the internet. Here's how we got here and where it's heading.

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OpenClaw: Meta's Open-Source Robotic Manipulation Framework and Why It Matters
AI & Machine Learning8 min read

OpenClaw: Meta's Open-Source Robotic Manipulation Framework and Why It Matters

Meta's OpenClaw brings transformer-based robotic manipulation to the open-source community. Here's what it means for the future of embodied AI agents.

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The Rise of AI Agents: How Autonomous Systems Are Reshaping Software Engineering
AI & Machine Learning7 min read

The Rise of AI Agents: How Autonomous Systems Are Reshaping Software Engineering

AI agents are no longer science fiction. From code generation to autonomous debugging, 2025 marks the year AI agents moved from research labs to production systems.

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