workflows

angles = np.linspace(0.0, 2.0 * np.pi, n_particles, endpoint=False, dtype=np.float32) px0_np = 0.4 * np.cos(angles).astype(np.float32) py0_np = (0.7 + 0.15 * np.sin(angles)).astype(np.float32) vx0_np = (-0.8 * np.sin(angles)).astype(np.float32) vy0_np = (0.8 * …

print(“5) Concurrency progress: thread_map / process_map”) def cpuish(n: int) -> int: x = 0 for i in range(50_000): x = (x + (n * i)) % 1_000_003 return x nums …

Liquid AI has been released LFM2-24B-A2BA model optimized for local, low-latency device dispatch local peerAn open-source desktop agent application is available Liquid4All GitHub Cookbook. This release provides a deployable architecture …

As the industry moves from simple Large Language Model (LLM) inference to autonomous agentic systems, the challenge for developers has changed. It’s not just about the models anymore; It’s about …

Over the past year, AI developers have relied on the React (Reasoning + Acting) pattern – a simple loop where an AI thinks, chooses a tool, and executes. But as …

Author(s): neel shah Originally published on Towards AI. As an AI engineer who has spent countless hours modifying retrieval systems and grappling with hallucinations in large language models (LLM), I …

In this tutorial, we show how we treat signals as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline …

Google has introduced Conductor, an open source preview extension for the Gemini CLI that turns AI code generation into a structured, context driven workflow. Conductor stores product knowledge, technical decisions, …

Researchers at the Allen Institute for AI (AI2) have introduced SERA, Soft Verified Efficient Repository Agents, as a coding agent family that aims to match very large closed systems using …

In this tutorial, we create a clean, advanced demonstration of modern MCP design by focusing on three core ideas: stateless communication, strict SDK-level validation, and asynchronous, long-running operations. We implement …