Overview Putting everything into one long prompt and hoping it works is a common practice, but it often backfires. Adding more context can actually degrade the...
markdown January 16, 2026 In the world of Agentic AI, the ability to call tools translates natural language into executable software actions. Last month we rele...
markdown FunctionGemma: Fine‑tuning for Tool Selection Ambiguity January 16, 2026 In the world of Agentic AI, the ability to call tools is what translates natur...
markdown !Claude generating a PowerPoint presentationhttps://www.zdnet.com/a/img/resize/5c8960eed1dbbb08556126019905fe0a0cc7ba9f/2026/02/12/bd858d18-1ef7-4737-9...
Most guardrail systems for LLMs work like a bouncer at a bar: they check each request at the door, decide pass or fail, and then forget about it. I wanted somet...
!syntux bannerhttps://raw.githubusercontent.com/puffinsoft/syntux/HEAD/docs/images/banner.png syntux is the generative UI library for the web. Give it a value...
Overview Hi HN, I made Ethos, an open‑source tool to visualize the discourse on Hacker News. It extracts entities, tracks sentiment, and groups discussions by...
Efficient long-context processing remains a crucial challenge for contemporary large language models (LLMs), especially in resource-constrained environments. So...
!Cover image for Built a Hybrid RAG API with FastAPI & Ollama – Sparse + Dense retrieval in action.https://media2.dev.to/dynamic/image/width=1000,height=420,fit...
markdown January 16, 2026 In the world of Agentic AI, the ability to call tools is what translates natural language into executable software actions. Last month...
The real drivers of LLM cost 1. How often you call the model It sounds obvious, but frequency compounds quickly. An extra call inside a loop, an unnecessary va...
Update on Siri Revamp Apple has been promising a new‑and‑improved, cutting‑edge, AI‑powered Siri since it first unveiledhttps://techcrunch.com/2024/06/10/apple...
