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Agent Runtime

17 articles · Page 1 of 1
DataFunSummit
DataFunSummit
Jul 25, 2026 · Cloud Native

Evolution of Agent Infrastructure: Engineering Insights from Tencent Cloud Agent Runtime

The article analyzes how agents transition from demo to production, revealing that beyond model capabilities, stability, elasticity, security, and governance become critical, and explains the engineering challenges and solutions—including session management, state persistence, scheduling mismatches, sandbox isolation, and open‑source strategies—that underpin Tencent Cloud's Agent Runtime.

Agent RuntimeKubernetesRL Training
0 likes · 26 min read
Evolution of Agent Infrastructure: Engineering Insights from Tencent Cloud Agent Runtime
KooFE Frontend Team
KooFE Frontend Team
Jul 13, 2026 · Artificial Intelligence

From Prompt to Context to Harness: The Evolution of AI Agent Engineering

This article surveys the progression of AI agent engineering—from early prompt engineering focused on crafting input text, through context engineering that manages information flow, to harness engineering which builds reliable, secure agent systems—detailing definitions, techniques, limitations, and the four core modules needed for robust agents.

AI AgentAgent RuntimeHarness Engineering
0 likes · 8 min read
From Prompt to Context to Harness: The Evolution of AI Agent Engineering
Machine Heart
Machine Heart
Jul 3, 2026 · Artificial Intelligence

How an AI Agent Turned a Live Stream into a Real‑Time Interactive Show for 935,000 Viewers

A two‑hour Douyin live broadcast demonstrated an AI‑driven interactive game where the AI acted as scriptwriter, host and scheduler, handling multimodal inputs, real‑time state management and fault‑tolerant runtime, achieving 935k total exposures and 29k peak concurrent viewers while redefining live‑stream participation.

AI AgentAgent RuntimeComplexity Engineering
0 likes · 17 min read
How an AI Agent Turned a Live Stream into a Real‑Time Interactive Show for 935,000 Viewers
Programmer DD
Programmer DD
Jun 25, 2026 · Cloud Native

Why Agents Need a Full Engineering Platform Beyond the Demo

The article analyses how EdgeOne Makers provides a comprehensive engineering foundation—including managed runtime, sandbox tools, conversation storage, observability, model integration, authentication, and Git‑based deployment—to turn AI Agent demos into production‑ready services, and compares it with alternative approaches.

Agent RuntimeEdgeOne MakersGit deployment
0 likes · 16 min read
Why Agents Need a Full Engineering Platform Beyond the Demo
Programmer DD
Programmer DD
Jun 17, 2026 · Industry Insights

SpaceX’s $60 B AI Coding Deal Highlights Shift to Persistent Agents and Quality Gates

The article analyzes how SpaceX's $60 billion acquisition of Cursor signals a major consolidation of AI coding platforms while Vercel, Docker, JetBrains, OpenAI, Anthropic, and Alibaba introduce agent runtimes, sandboxing, quality checks, and multimodal capabilities, indicating a broader industry move toward production‑ready AI agents and tighter integration with cloud infrastructure.

AI CodingAgent RuntimeAnthropic Opus
0 likes · 12 min read
SpaceX’s $60 B AI Coding Deal Highlights Shift to Persistent Agents and Quality Gates
Architect
Architect
Jun 14, 2026 · Artificial Intelligence

Fable 5 Signals: How Agents Are Assembling Their Runtime

The sudden pause of Claude Fable 5 reveals a detailed system prompt that exposes the multi‑layer Agent Runtime – from model capability and tool routing to state management, verification, and governance – prompting engineers to design explicit runtime contracts for long‑task agents.

Agent RuntimeClaude Fable 5Governance
0 likes · 27 min read
Fable 5 Signals: How Agents Are Assembling Their Runtime
Tencent Tech
Tencent Tech
Jun 3, 2026 · Cloud Computing

How Cloud Architecture Must Evolve When Software Producers Shift from Humans to AI Agents

The article analyses how Vibe Coding platforms let ordinary users create full‑stack applications with natural language, exposing challenges such as agent runtime, sandbox isolation, multi‑tenant resource boundaries and cost efficiency, and shows how Tencent CloudBase redesigns cloud services to address these issues, achieving up to 3.8× faster provisioning and 52% token savings.

AI agentsAI-nativeAgent Runtime
0 likes · 23 min read
How Cloud Architecture Must Evolve When Software Producers Shift from Humans to AI Agents
Architect
Architect
May 28, 2026 · R&D Management

Turning AI Prompts into Process Assets: 25 Skills Every Team Should Adopt

The article examines a curated list of 25 AI‑driven Skills, showing how they can be transformed from simple prompt templates into repeatable, governed workflow assets that boost team productivity, preserve institutional knowledge, and enable scalable process automation across learning, documentation, and decision‑making tasks.

AI WorkflowAgent RuntimeGovernance
0 likes · 32 min read
Turning AI Prompts into Process Assets: 25 Skills Every Team Should Adopt
AI Code to Success
AI Code to Success
Apr 13, 2026 · Industry Insights

Why Anthropic’s Managed Agents Redefine AI Agent Runtime

Anthropic’s Managed Agents transform the cumbersome agent runtime into a modular, production‑ready infrastructure by decoupling the brain, hands, and session layers, improving reliability, security, and performance while offering developers a clear path to build long‑running AI workflows.

AI agentsAgent RuntimeAnthropic
0 likes · 10 min read
Why Anthropic’s Managed Agents Redefine AI Agent Runtime
Architect
Architect
Apr 1, 2026 · Artificial Intelligence

Inside Claude Code: How Anthropic Built a Secure, Scalable Local Agent Runtime

This article dissects Claude Code’s open‑source repository, revealing how its startup sequence, context assembly, main loop, tool contracts, permission pipeline, and long‑task handling are engineered layer by layer to create a performant, secure local AI agent runtime.

AI architectureAgent RuntimeClaude Code
0 likes · 24 min read
Inside Claude Code: How Anthropic Built a Secure, Scalable Local Agent Runtime
macrozheng
macrozheng
Mar 30, 2026 · Operations

How OpenClaw Turns a Single Message into a Full Agent Execution Pipeline

This article walks through every step of OpenClaw's processing chain—from protocol adaptation and de‑duplication, through routing, session‑key generation, lane management, context assembly, skill injection, memory handling, and multi‑agent collaboration—showing how a plain user message becomes a fully governed, executable task.

Agent RuntimeContext ManagementMemory System
0 likes · 28 min read
How OpenClaw Turns a Single Message into a Full Agent Execution Pipeline
AI Waka
AI Waka
Mar 25, 2026 · Artificial Intelligence

How OpenClaw Turns Your Machine into an Autonomous AI Agent Runtime

OpenClaw is an open‑source, OS‑level autonomous agent runtime that combines dynamic system prompts, powerful tool access, file‑based memory, and sub‑agent generation, offering a secure, extensible architecture that runs on a single Node.js process and integrates with any LLM provider.

Agent RuntimeAutonomous AgentsLLM integration
0 likes · 19 min read
How OpenClaw Turns Your Machine into an Autonomous AI Agent Runtime
Shuge Unlimited
Shuge Unlimited
Mar 20, 2026 · Artificial Intelligence

How a Single Gateway Manages 30+ Messaging Platforms in OpenClaw

This article dissects OpenClaw’s low‑level architecture, showing how a long‑lived Gateway process coordinates over 30 messaging platforms, how the pi‑mono embedded agent runtime drives the thinking cycle, and how the Context Engine and Session Management ensure consistent state, persistence, and extensibility.

AI assistantAgent RuntimeContext Engine
0 likes · 17 min read
How a Single Gateway Manages 30+ Messaging Platforms in OpenClaw
PaperAgent
PaperAgent
Mar 5, 2026 · Artificial Intelligence

Bridging Agent Runtime and RL: Inside the Claw‑R1 Training Framework

Claw‑R1, a new reinforcement‑learning framework from the USTC Cognitive Intelligence Lab, integrates the OpenClaw Agent Runtime with RL training to enable agents to learn directly in real environments, addressing the gap between simulated tasks and true tool‑calling, multi‑step reasoning, and stable long‑task execution.

AI infrastructureAgent RuntimeClaw-R1
0 likes · 10 min read
Bridging Agent Runtime and RL: Inside the Claw‑R1 Training Framework
Shi's AI Notebook
Shi's AI Notebook
Mar 2, 2026 · Artificial Intelligence

Why OpenClaw’s Hype Marks a Shift to Agent Runtime Paradigms

OpenClaw is not just another AI chatbot; it redefines the focus from answering questions to executing sustainable, governable workflows across multiple channels, prompting a broader industry move from model‑centric to execution‑centric agent systems.

AI agentsAgent RuntimeOpenClaw
0 likes · 13 min read
Why OpenClaw’s Hype Marks a Shift to Agent Runtime Paradigms
Architect
Architect
Jan 26, 2026 · Artificial Intelligence

Why Clawdbot Is the Next‑Gen Personal AI Agent and How to Secure It

Clawdbot is an open‑source personal AI assistant that runs on your own machine and can be controlled via chat apps, offering email handling, automation, and code generation while requiring careful security design to prevent dangerous actions and data loss.

AI assistantAgent RuntimeClawdbot
0 likes · 11 min read
Why Clawdbot Is the Next‑Gen Personal AI Agent and How to Secure It