James MurdzaEvaluating code generation agents—LangChain and CodeChainA few months ago while working on GitWit, an AI code generation agent, I ran into the challenge: How can the quality of code generated by…Jul 27, 2023Jul 27, 2023
James MurdzaChallenges in code generation with GPT-4At this point it is well established that large language models do pretty well in a variety of code generation scenarios—such as generating…Jul 20, 20232Jul 20, 20232
James MurdzaBuilding with LLMs: Beyond prompt engineeringAround the world, thousands of apps and services now depend on OpenAI’s APIs to run large language models such as GPT-3 and GPT-4. These…May 19, 2023May 19, 2023
James MurdzaFive full-stack trends that exploded in 2022The “full-stack” is the entire set of software needed to develop and run an application from how the user interacts with the app to how…Feb 2, 20232Feb 2, 20232
James MurdzaEnergy flexibility and its role in the future of renewablesSummary: Renewable energy production follows the rhythms of the weather, not human consumption. Supply and demand must be kept in balance…Nov 7, 2022Nov 7, 2022