17h ago · 4 min read · What you'll learn: How to instrument LangChain agents with custom logging hooks that capture execution metrics Why monitoring agent behavior differs fundamentally from traditional application monitoring Techniques to track decision-making patterns, ...
Join discussion2d ago · 12 min read · The "Shallow Agent" Problem Nobody Talks About If you've been following my previous articles on Prompt Engineering and Context Engineering, you know I've been going deeper and deeper into how LLMs act
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2d ago · 4 min read · The Octopus Brain Architecture: Why Static Routing is Dead If you've spent time with LangGraph or CrewAI, you've probably hit the same wall: you define your agent chain, hardwire the routing, deploy it — and it works fine until it doesn't. The proble...
Join discussion4d ago · 6 min read · https://soundcloud.com/pied-papers/building-persistent-ai The premise is simple and slightly deranged: you are the devil. Two civilizations are fighting over a throne that means nothing. You watch fr
Join discussionApr 12 · 9 min read · A step-by-step walkthrough of building an automated PDF embedding application using Lambda, Bedrock, FAISS, and LangChain — with honest feedback and what I'd improve next time. The Problem This Solv
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Apr 12 · 4 min read · Originally published on Truthlocks Blog If you are building multi agent systems with LangChain, CrewAI, AutoGen, or your own orchestration framework, you have probably spent significant time thinking about how agents communicate, how tasks are decomp...
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Apr 11 · 3 min read · What you'll learn: How to instrument LangChain agents with custom logging callbacks Setting up real-time metric collection for agent performance tracking Designing effective alerting strategies for agent failures and anomalies Integrating external m...
Join discussionApr 9 · 2 min read · As artificial intelligence continues to reshape digital experiences, developers are constantly seeking tools that simplify complexity while boosting innovation. One such tool gaining massive traction
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Apr 8 · 8 min read · This blog originally appeared as a guest post on JetBrains' developer blog. I've come to accept that I will delegate an ever-increasing amount of my work as a software engineer to LLMs. I was an early
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Apr 7 · 9 min read · Imagine an AI assistant that forgets your name mid-conversation. That's the challenge LLM memory with Langchain solves, enabling AI agents to retain and recall past interactions for truly coherent dialogues. This integration allows models to build co...
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