Release: research-llm-apis 2026-04-04
I’m working on a major change to my LLM Python library and CLI tool. LLM provides an abstraction layer over hundreds of different LLMs from dozens of different vendors thanks to its plugin system, and some…
The Autonomy ChallengeContinue reading on Medium »
Apache 2.0. Commercial use. Runs on a Raspberry Pi. And 47 crash reports in 72 hours. Here’s what actually works. (For developers who want…Continue reading on Towards AI »
A beginner-friendly guide for developers who want to actually understand the architectures they are buildingContinue reading on Towards AI »
A comprehensive, first-principles guide to Reinforcement Learning from Human Feedback — the three-stage pipeline that transformed raw…Continue reading on Medium »
LLM inference is often treated as a black box. Engineers observe input and output, but the internal mechanics determine both latency and…Continue reading on Medium »
Today I came across something called llmfit, and I genuinely liked how practical the idea is.Continue reading on Medium »
Meta researchers developed a structured prompting technique enabling large language models to verify code patches.Continue reading on Towards AI »
Practical guide to coordinating multi-agent workflows that generate accurate SQL for complex, multi-table queriesContinue reading on Medium »
Transformers have become the backbone of modern AI. They power the large language models we interact with daily and are even used in scientific problems like protein structure prediction.But there’s a subtle issue with them. Unlike older models such as…