Generative AI

Perplexity Introduces the Computer to Counsel: A Multi-Model Agentic Framework for Legal Workflows

Perplexity Introduces the Computer to Counsel: A Multi-Model Agentic Framework for Legal Workflows

Confusion has begun Computer Counseling. It's an agency AI system built for law enforcement teams. The product extends Perplexity Computer,…
Build a Nanobot-Style AI Agent in Google Colab by Hitting Tool, Time Memory, Abilities, and MCP Servers

Build a Nanobot-Style AI Agent in Google Colab by Hitting Tool, Time Memory, Abilities, and MCP Servers

import subprocess, sys def _pip_install(*pkgs): try: subprocess.run([sys.executable, "-m", "pip", "install", "-q", *pkgs], check=True) except Exception as e: print(f"(pip install skipped/failed…
DeepReinforce Releases Ornith-1.0: An Open Source Model Family That Learns Its Own RL Scarves

DeepReinforce Releases Ornith-1.0: An Open Source Model Family That Learns Its Own RL Scarves

DeepReinforce released Ornith-1.0an open source model family built for agent coding. The range includes four…
How to Design an OpenHarness-Style Agent Runtime with Tools, Memory, Permissions, Capabilities, and Multi-Agent Connectivity

How to Design an OpenHarness-Style Agent Runtime with Tools, Memory, Permissions, Capabilities, and Multi-Agent Connectivity

async def demo_memory(): explain( "DEMO 4 — Memory: persistent MEMORY.md across sessions", """Long-term memory survives between runs by persisting to…
Context Windows Is Not Memory: What AI Agent Developers Need to Understand

Context Windows Is Not Memory: What AI Agent Developers Need to Understand

In this article, you'll learn why the main content window is not the same thing as the agent's memory, and…
Using Graphify and NetworkX to Map Python Codebase Structure with God Nodes, Communities, and Architecture Views

Using Graphify and NetworkX to Map Python Codebase Structure with God Nodes, Communities, and Architecture Views

plt.figure(figsize=(13, 9)) pos = nx.spring_layout(UG, k=0.7, seed=42) nx.draw_networkx_edges(UG, pos, alpha=0.25) nx.draw_networkx_nodes( UG, pos, node_color=[node_comm.get(n, 0) for n in UG.nodes], node_size=[300…
16 Best Generative AI Coding Tools in 2026 Compared: Features, Best Suitability

16 Best Generative AI Coding Tools in 2026 Compared: Features, Best Suitability

Generative AI has reshaped the way software is built. What started as line-by-line autocompletion now includes full application generation, multi-agent…
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