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Agents as Tools en Strands: orquestación jerárquica en local con Gemma 4 y Ollama
Hace tiempo vengo consumiendo cursos de orquestación de agentes de distintos frameworks y me propuse…
Kimi K3 vs Claude Opus 5: Build a Cost-Aware AI Work Router
The expensive mistake in an AI agent is not choosing the second-best model. It is routing every tas…
Too many Claude Code skills? How the listing budget decides which descriptions Claude sees
You add a skill. It triggers. You add ten more, and the first one quietly stops firing — same file, …
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The Complete Guide to Fine-Tuning Open LLMs: From QLoRA to Full Parameter Updates
The Complete Guide to Fine-Tuning Open LLMs: From QLoRA to Full Parameter Updates Key Takeaways: …
Changes to LLM pricing: Baidu, NextBit, Novita and StreamLake
Model price changes detected for Baidu, NextBit, Novita and StreamLake. Details below.…
Sandboxing Patterns for Local AI Agents With Filesystem Access
A while back I wrote about running local AI agents on your own code, and it became the most-read thi…
Prevention, Not Recovery: What I learned building a tool to restrain AI coding agents
Got AI-generated bugs? Slop in your diffs? You are not alone. slopstop is a Claude Code plugin that …
Identity is a snapshot. Continuity is a trajectory.
Most security systems are asking the wrong question. They ask "who are you?" — but AI can already g…
Four questions to ask before you accept code an agent wrote
Passing tests and clean code do not prove the agent finished the job or followed the process correct…
Can a Single Token Reveal Which Model Is Behind an API?
Can a Single Token Reveal Which Model Is Behind an API? A Small Experiment in Model Ident…
What's New in CKS: Semantic Search, Type Safety, and Graph Visualization for LLMs
Give an LLM a fact, and it'll invent a citation. Give it a knowledge backbone, and it'll finally shu…