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Overview
Matt Harrison. Software and Machine Learning Engineer based in the UK.
News
LangGraph from scratch, part 2: streaming, subgraphs and dynamic fan-out
Picking up where part 1 left off. Streaming at the right granularity, subgraphs as Runnables, and the Send API for the moment you realise you need to fan out to N workers and N is not known until the LLM tells you.
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LangGraph from scratch, part 1: state, graphs and humans in the loop
I have been building agents with LangGraph for a while and finally sat down to explain the parts that took me longest to internalise. Part 1 covers everything up to and including human-in-the-loop.
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Obsidian Headless let me rebuild Things3 Quick Entry for my Obsidian bullet journal
I use Obsidian for bullet journaling but missed the immediacy of Things3 Quick Entry. Obsidian Headless unlocked a simple way to add that capture flow back.
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Loupe: a lightweight local tracing dashboard for LLM apps
View the repo on GitHub Install Loupe from npm When you are building with LLMs there is a very annoying tooling gap. At one end you have console.log() and whatever scraps of logging you remembered to add at 1am. At the other end you have full observabilit
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Stay Ahead of Scammers: A GPT-4 powered SMS bot to Keep You Safe from Phishing Texts
The problem of SMS Phishing (AKA Smishing) Email spam has been a solved problem for at least 10 years. As any user of Gmail will tell you, the only time they see spam emails is the occasional time they curiously dip into their spam folder and chuckle at t
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