JLJacob Leeinblog.jacobscript.dev·Apr 8 · 8 min readUsing ACP + Deep Agents to Demystify Modern Software EngineeringThis 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 early00
JLJacob Leeinblog.jacobscript.dev·Jun 5, 2025 · 6 min readHow to Set Up a Private OpenAI-Compatible LLM on Google Cloud RunFor 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 ...00
JLJacob Leeinfreecodecamp.org·Apr 11, 2024 · 12 min readHow to Use LangChain to Build With LLMs – A Beginner's GuideLarge language models (LLMs) are incredibly powerful general reasoning tools that are useful in a wide range of situations. But working with LLMs presents challenges that are different from building traditional software: Calls tend to be long-runni...00
JLJacob Leeinblog.jacobscript.dev·May 22, 2023 · 5 min readGoing Beyond Chatbots: How to Make GPT-4 Output Structured Data Using LangChainThis 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...00
JLJacob Leeinblog.jacobscript.dev·Apr 5, 2023 · 6 min readHow to Build a Sustainable Developer Community: A 5-Phase FrameworkAuthors: 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...04LRJWC
