Author

Lina Faik

@linafaik

articles: 11
total claps: 1,235
top claps: 235
avg read: 14.0 min
paywalled: 11
active: 2025-11-09 → 2026-06-26

Wiki topics

LLM · Large Language Models · 10 AGT · AI Agents · 9 AI · AI · General · 3 OPS · LLMOps & Inference · 3 EDU · Education & Learning · 2 ML · Machine Learning · 2 📐 · Mathematics · 2 🔓 · Open Source · 1

Top tags

#llm ·10 #ai-agent ·7 #langchain ·4 #agentic-ai ·4 #langgraph ·3 #claude ·2 #causal-inference ·2 #genai ·2 #statistics ·2 #anthropic-claude ·1

AI MDA

LI Lina Faik

Scaling LangGraph Agents: Parallelization, Subgraphs, and Map-Reduce Trade-Offs

This article is also available as a podcast! If you’re on the go or just want to absorb the content in audio format, you can listen to the…

Nov 28, 2025 · 11 min read · 235 claps paywalled #large-language-models #langgraph #langchain

Scaling LangGraph Agents: Parallelization, Subgraphs, and Map-Reduce Trade-Offs

LI Lina Faik

Building Claude Skills: A New Paradigm for Interacting with LLMs

A Practical Guide for Data Scientists, From Theory to an Automated Slide Generator

Mar 10, 2026 · 10 min read · 229 claps paywalled #llm #claude #agentic-ai

Building Claude Skills: A New Paradigm for Interacting with LLMs

AI MKT

LI Lina Faik

Understanding User Intent Through AI Bot Traffic: A Practical Framework

Turning Bot Logs into Actionable Insights for Product & SEO Teams

Mar 06, 2026 · 10 min read · 218 claps paywalled #seo #llm #agentic-ai

Understanding User Intent Through AI Bot Traffic: A Practical Framework

AI HUM

LI Lina Faik

Long-Term Memory: Unlocking Smarter, Scalable AI Agents

Concepts & Practical Strategies for Memory-Augmented Agents with LangChain

Feb 12, 2026 · 13 min read · 176 claps paywalled #langchain #llm #ai-agent

Long-Term Memory: Unlocking Smarter, Scalable AI Agents

AI SCI

LI Lina Faik

Score-Based Causal Discovery with LLMs

Practical Hands-on Techniques for Integrating LLMs Into Causal Discovery Pipelines

May 21, 2026 · 20 min read · 146 claps paywalled #causal-inference #llm #genai

LI Lina Faik

Beyond the Demo: Building AI Agents Remember, Recover, and Scale (Part 2)

A Practical Guide to Reducers, Memory Systems, and Checkpointers in Langgraph for Production-Grade Agents

Nov 09, 2025 · 13 min read · 91 claps paywalled #agentops #langgraph #langchain

Beyond the Demo: Building AI Agents Remember, Recover, and Scale (Part 2)

LI Lina Faik

Claude Dynamic Workflows: Scaling Complex Work Through Orchestration

A Deep Dive Into Claude’s Multi-Agent Orchestration Framework

Jun 09, 2026 · 16 min read · 73 claps paywalled #llm #claude #anthropic-claude

Claude Dynamic Workflows: Scaling Complex Work Through Orchestration

AI SCI TCH

LI Lina Faik

LLMs in Causal Discovery: A Deep Dive into Constraint-Based Algorithms

A Hands-on Guide to Bridging Statistics and Domain Expertise for Robust Causal Graphs

May 08, 2026 · 17 min read · 65 claps paywalled #causal-inference #llm #genai

LLMs in Causal Discovery: A Deep Dive into Constraint-Based Algorithms

AI HUM TCH SCI

LI Lina Faik

SkillOpt Explained: From Prompt Engineering to Skill Training

A Deep Dive Into SkillOpt’s Framework, Experimental Results, and Open-Source Implementation

Jun 04, 2026 · 13 min read · 2 claps paywalled #claude-skills #llm #ai-agent

SkillOpt Explained: From Prompt Engineering to Skill Training

AI TCH

LI Lina Faik

Google ADK Explained: Building Multi-Agent Systems With Google’s Agent Development Kit

A Practical Introduction to Google’s Code-First Agent Framework

Jun 26, 2026 · 17 min read · 0 claps paywalled #ai-agent #llm #gcp

Google ADK Explained: Building Multi-Agent Systems With Google’s Agent Development Kit

AI MDA

LI Lina Faik

Human-in-the-Loop Agents: Steering AI with LangGraph’s Streaming, Breakpoints (Part 3)

Turning Static Reasoning Graphs Into Dynamic Systems Where Humans Can Pause, Inspect, and Redirect an Agent

Nov 24, 2025 · 13 min read · 0 claps paywalled #llm #ai-agent #langchain