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Jacob Scripting

Writing about the next stage of my journey!

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Latest posts

Using ACP + Deep Agents to Demystify Modern Software Engineering

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

How to Set Up a Private OpenAI-Compatible LLM on Google Cloud Run

For those passionate about privacy and control, the trajectory of improvement in open-weight LLMs and the ecosystem around them has been extremely encouraging: The gap in raw reasoning capability between the best OSS models (DeepSeek, Qwen) and the ...

Going Beyond Chatbots: How to Make GPT-4 Output Structured Data Using LangChain

This post was also featured on LangChain's official blog! Over the past few months, I had the opportunity to do some cool exploratory work for a client that integrated LLMs like GPT-4 and Claude into their internal workflow, rather than exposing them...

How to Build a Sustainable Developer Community: A 5-Phase Framework

Authors: Janeth Graziani & Jacob Lee Building a developer community can have numerous benefits for your company, from reducing support and onboarding costs to increasing adoption and generating valuable feedback. In this post, we’ll share our approac...

From Founder to Freelancer: How I Incorporated a Business and Onboarded My First Client

Hey readers! For those of you who don't know me, I was previously the co-founder and CTO of a startup called Autocode. We built and scaled a fantastic product that reached over 600,000 developers, but after six years, I felt it was time for a change ...