Decoding AI·4d agoEighteen Days On, Four AI Frameworks Still Misread GPT-6 SolFor practitioners. We re-ran our 10-library probe on 10 October 2026. crewAI fixed its 6,963-token window. tiktoken, DSPy, the OpenAI…A response icon1A response icon1
InTowards AWSbyIfeanyi Ogbuehi·Oct 27GPT-6.1 Soul vs Claude Sonnet 5.5: Is OpenAI’s New Model Actually Worth It?GPT-6.1 Soul is a solid, highly efficient model that should not be dismissed. The fact that it can match Sonnet 5.5 scores on certain…
Hardik Goel·Oct 23Your Agent’s “Second Brain” Gets Dumber as It Grows. That’s Not a Metaphor. It’s a Benchmark.The best thing I’ve read on agent memory this year says the quiet part first: storage is solved, retrieval is the job, and a memory that…
Ratmadiyar·Oct 20Stop Guessing Query Difficulty: How Preference-Trained Routers Cut GPT-4 Calls by up to 85%A deep dive into RouteLLM: preference data, matrix factorization, and threshold calibration, plus the places where routers still fail.
Erwin Hermanto·Oct 16I Asked GPT-4 to Review My Architecture Diagram. Here’s What It Caught.Last sprint I was prepping a design review for a payment reconciliation service — one of those systems where “it mostly works” isn’t good…
Parvez Cs·Oct 13Why My Indian Card Kept Failing for AI API Credits (and What I Built Instead)A few weeks of failed payments, a 4-day support wait, and a rupee-billed gateway for developers in India
Kunal Vohra·Oct 4How to Run AirLLM on a Mac (Apple Silicon): A Step-by-Step Setup Guide From an AI CTOTo run AirLLM on a Mac, install AirLLM 2.11.0 with Apple’s MLX in a Python virtual environment, download a Llama model to a drive with…
Ankita Deo·Oct 1Stop Asking GPT-6 Astra Questions. Give It Work Instead.Stop treating Astra like a chatbot. Here’s how to use it for real, multi-step work.
Krishnan Sriram·Oct 1Fine-Tuning an LLM on Azure Foundry for Under $10A fine-tuned gpt-4.1 learned a fictional company’s ticket categories and priority rules from examples alone, scoring 57 of 58 on both…A response icon1A response icon1
Shimpali Deshpande·Sep 29How Transformer LLMs WorkArticle 1 of my “From Transformers to Agents” series: what I’m learning from DeepLearning.AI’s How Transformer LLMs Work
