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class RoutedAgent: def __init__(self, server: MCPToolServer, router: HybridMCPRouter, model: str): self.server = server self.router = router self.model = model def discover_exposed_tools(self, exposed_tool_names: List[str]) -> List[Dict[str, Any]]:…

In this tutorial, we build a realistic Zero-Trust network simulation by modeling a micro-segmented environment as a directed graph and forcing every request to earn access…

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, tags=[“math”,…

In this tutorial, we build an advanced, production-ready agentic system using SmolAgents and demonstrate how modern, lightweight AI agents can reason, execute code, dynamically manage tools,…

Image by Editor   # Introduction  The intersection of declarative programming and data engineering continues to reshape how organizations build and maintain their data infrastructure. A recent…

@dataclass class AgentConfig: horizon: int = 6 replan_on_target_move: bool = True replan_on_obstacle_change: bool = True max_steps: int = 120 think_latency: float = 0.02 act_latency: float =…

A site called PSprices has been tracking prices on Sony’s digital game store and noticed something unusual: some games were being offered at different prices to…

Apple’s long-awaited first entries into the touchscreen laptop market could arrive as early as the fall, according to a new report from Bloomberg, with a feature…

Apple’s plan to add touchscreens to its premium MacBook Pros is coming into focus. Bloomberg reports that when the new laptops launch this fall, they’ll feature…

Apple’s OLED touchscreen MacBook Pros set to launch this fall will get a Dynamic Island feature like what’s available on iPhones, according to Bloomberg’s Mark Gurman.…