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All Writes & Researches

My latest thoughts, articles, and research pieces.

11 hr. ago 9 min read

OpenRouter: One API Key for Every LLM

Stop maintaining four SDKs and four invoices. Learn what OpenRouter is, why it belongs in your AI stack, the real use cases it unlocks, and how to wire it into LangChain with TypeScript.

3 wk. ago 8 min read

Sandboxing DeepAgents: Don't Let Your AI Run Wild

DeepAgents don't just think — they run code. Learn why sandboxing is essential, and compare the real options: Node VFS, LangChain Sandbox, Deno, Docker, Modal, and Daytona.

2 mo. ago 6 min read

DeepAgent: When AI Agents Manage Other AI Agents

Explore DeepAgents — a multi-level AI architecture where an orchestrator delegates to specialized subagents. Learn what they are, when to use them, their trade-offs, and build one with 2 subagents.

3 mo. ago 4 min read

LLMOps Concepts : The Operational Phase

Learn about deploying, monitoring, and managing costs for your LLM applications in the real world.

3 mo. ago 7 min read

LLMOps Concepts : Developpement Phase

Explore the LLMOps Development phase: prompt engineering, chains vs agents, RAG vs fine-tuning, and practical testing strategies.

3 mo. ago 4 min read

LLMOps Concepts : Ideation phase

Dive deep into the first phase of LLMOps: the Ideation phase. Learn how to effectively source data and select the best model for your AI applications.

4 mo. ago 4 min read

LLMOps Concepts: Introduction

An introduction to LLMOps (Large Language Model Operations), real-life examples, how it differs from MLOps, and a high-level look at its lifecycle.

4 mo. ago 5 min read

How to Setup a Secure Development Strategy

Learn how to build a robust DevSecOps culture by enabling and leveraging GitHub Dependabot for Software Composition Analysis (SCA) to secure your application dependencies.