Blogs

LLMs May 18, 2025 • 35 min read

Implementing LLaMA 4 from Scratch

A from-scratch implementation of Llama 4 LLM, a mixture-of-experts model, using PyTorch code.

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Avi Chawla, Akshay Pachaar

Agents May 11, 2025 • 21 min read

10 Practical Steps to Improve Agentic Systems (Part B)

AI Agents Crash Course—Part 14 (with implementation).

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Avi Chawla, Akshay Pachaar

Agents May 4, 2025 • 22 min read

10 Practical Steps to Improve Agentic Systems (Part A)

AI Agents Crash Course—Part 13 (with implementation).

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Avi Chawla, Akshay Pachaar

Agents Apr 27, 2025 • 25 min read

Implementing Multi-agent Agentic Pattern From Scratch

AI Agents Crash Course—Part 12 (with implementation).

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Avi Chawla, Akshay Pachaar

Agents Apr 20, 2025 • 29 min read

Implementing Planning Agentic Pattern From Scratch

AI Agents Crash Course—Part 11 (with implementation).

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Avi Chawla, Akshay Pachaar

Agents Apr 13, 2025 • 21 min read

Implementing ReAct Agentic Pattern From Scratch

AI Agents Crash Course—Part 10 (with implementation).

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Avi Chawla, Akshay Pachaar

Agents Apr 6, 2025 • 22 min read

A Practical Deep Dive Into Memory for Agentic Systems (Part B)

AI Agents Crash Course—Part 9 (with implementation).

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Avi Chawla, Akshay Pachaar

Agents Mar 30, 2025 • 16 min read

A Practical Deep Dive Into Memory for Agentic Systems (Part A)

AI Agents Crash Course—Part 8 (with implementation).

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Avi Chawla, Akshay Pachaar