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Build a Modular Skill-Based Agent System for LLMs with Dynamic Tool Routing in Python

class CalculatorSkill(Skill): def _define_metadata(self): return SkillMetadata( name="calculator", description="Evaluate mathematical expressions. Supports arithmetic, powers, and " "math functions: sqrt, abs, round, log, sin, cos, tan.", category=SkillCategory.REASONING,

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Stochastic KV Routing: Enabling Adaptive Depth-Wise Cache Sharing

Serving transformer language models with high throughput requires caching Key-Values (KVs) to

How to Make Claude Code Validate its own Work

very powerful model out of the box. To leverage its full capabilities,

Discrete Time-To-Event Modeling – Predicting When Something Will Happen

Introduction data science problems predict the what — for example, what will

RAG Hallucinates — I Built a Self-Healing Layer That Fixes It in Real Time

TL;DR RAG retrieved the right document. The LLM still contradicted it. That

Surviving High Uncertainty in Logistics with MARL

part of the series on scheduling optimization in logistics with Multi-agent reinforcement

Why Gradient Descent Zigzags and How Momentum Fixes It

PLOT_STEPS = 55 x_ = np.linspace(-5, 5, 500) y_ = np.linspace(-2.2, 2.2,

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