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Baidu Geek Talk
Baidu Geek Talk
May 20, 2026 · Artificial Intelligence

How We Tamed AI Output with a Three‑Layer Architecture for Android Code Migration to KMP

This article details how we used a three‑layer AI architecture—Skill for stable execution, SubAgent for context‑aware scheduling, and Agent Team for parallel collaboration—to reliably migrate a large Android codebase to a Kotlin Multiplatform project, addressing instability, context inflation, and efficiency challenges.

AIAgent TeamAndroid
0 likes · 15 min read
How We Tamed AI Output with a Three‑Layer Architecture for Android Code Migration to KMP
Baidu Geek Talk
Baidu Geek Talk
May 18, 2026 · R&D Management

Automating the Full Development Cycle with Claude Code’s /prd, /goal, and /after-goal

Using a real-world case, the article demonstrates how Claude Code’s three slash commands—/prd, /goal, and /after-goal—can fully automate a development workflow, turning requirement decomposition into structured PRDs, card‑based implementation, and automatic code submission, review, and closure, thereby boosting efficiency and consistency.

AI automationCLIClaude Code
0 likes · 14 min read
Automating the Full Development Cycle with Claude Code’s /prd, /goal, and /after-goal
Baidu Geek Talk
Baidu Geek Talk
May 13, 2026 · Artificial Intelligence

LoongForge Boosts Multimodal Training Speed by 45% on GPU and Kunlun XPU

LoongForge, Baidu Baige’s open‑source full‑modal training framework, unifies LLM, VLM and VLA workloads, runs unchanged on NVIDIA GPUs and Kunlun XPU, and delivers 15‑45% end‑to‑end speedups with up to 90% linear scaling on 5,000‑plus card clusters, while simplifying model integration via YAML.

AI infrastructureGPUKunlun XPU
0 likes · 23 min read
LoongForge Boosts Multimodal Training Speed by 45% on GPU and Kunlun XPU
Baidu Geek Talk
Baidu Geek Talk
May 13, 2026 · Frontend Development

Enabling Agents to See the Browser: A Runtime Harness Using Chrome DevTools Protocol

The article explains why AI agents need to perceive actual browser rendering, introduces an open‑source Browser Use skill built on Chrome DevTools Protocol that lets agents verify path, content, visual layout, interaction, console and network dimensions, and details the setup, workflow, optimization tips and practical deployment schemes.

AI agentChrome DevTools ProtocolFrontend Testing
0 likes · 25 min read
Enabling Agents to See the Browser: A Runtime Harness Using Chrome DevTools Protocol
Baidu Geek Talk
Baidu Geek Talk
Apr 22, 2026 · Artificial Intelligence

How to Quantify AI Skill Quality with an 8‑Dimension Evaluation Framework

This article introduces an eight‑dimensional, weighted scoring system for evaluating AI Skills, explains each metric, demonstrates the framework on real‑world Skills, compares similar Skills, and shows how multi‑model cross‑validation and four execution strategies improve assessment reliability.

AI skill evaluationFrameworkMetadata Quality
0 likes · 15 min read
How to Quantify AI Skill Quality with an 8‑Dimension Evaluation Framework
Baidu Geek Talk
Baidu Geek Talk
Apr 20, 2026 · Artificial Intelligence

Can AI Agents Fully Automate Software Development? A Deep Dive into AutoResearch Adaptation

This article details how Karpathy's AutoResearch methodology was transferred to software development, introducing multi‑agent cross‑review, a five‑dimensional quantitative scoring system, and feedback‑driven iteration to build a fully automatic pipeline that resolves a medium‑complexity GitHub Issue in about ten minutes with a 9.0/10 code‑quality score.

AI automationAutoResearchcode generation
0 likes · 19 min read
Can AI Agents Fully Automate Software Development? A Deep Dive into AutoResearch Adaptation
Baidu Geek Talk
Baidu Geek Talk
Apr 15, 2026 · Artificial Intelligence

Unveiling Claude Code: How Rules, MCP, and Skills Power the Coding Agent

This article dissects the leaked Claude Code v2.1.88 source to reveal how the three core concepts—Rules, MCP, and Skills—are implemented, where they are injected in the Anthropic LLM API request, and when developers should prefer each mechanism for reliable, secure, and token‑efficient coding agent workflows.

Claude CodeLLM agentsMCP
0 likes · 25 min read
Unveiling Claude Code: How Rules, MCP, and Skills Power the Coding Agent
Baidu Geek Talk
Baidu Geek Talk
Apr 13, 2026 · Artificial Intelligence

How Baidu’s 7th‑Gen AI Confidential VM Delivers Full‑Stack Secure Compute

Baidu Cloud’s 7th‑generation AI confidential virtual machine combines Intel TDX‑based CPU trusted execution, GPU confidential computing, and DPU‑offloaded I/O to provide end‑to‑end encrypted data paths, multi‑GPU scaling, and near‑native performance for high‑sensitivity AI workloads, redefining secure cloud AI infrastructure.

AIConfidential ComputingGPU
0 likes · 15 min read
How Baidu’s 7th‑Gen AI Confidential VM Delivers Full‑Stack Secure Compute
Baidu Geek Talk
Baidu Geek Talk
Apr 8, 2026 · Artificial Intelligence

How to Engineer Reliable Long‑Running AI Coding Tasks: Harnessing Agents for Scale

This article analyzes the challenges of using AI coding agents for large‑scale, long‑running tasks such as bulk file migration or code review, and presents a systematic engineering approach—including task decomposition, parallel execution, persistent progress files, resumable workflows, and multi‑level retry strategies—backed by concrete script examples and real‑world case studies.

AI agentsMeta SkillParallel Execution
0 likes · 31 min read
How to Engineer Reliable Long‑Running AI Coding Tasks: Harnessing Agents for Scale
Baidu Geek Talk
Baidu Geek Talk
Apr 1, 2026 · Artificial Intelligence

How IMClaw Turns Any AI Agent into a Remote Service with the ACP Protocol

IMClaw is an open‑source AI‑Agent gateway that implements the ACP (Agent Client Protocol) to let developers control Claude, Codex, Gemini and dozens of other agents from IM tools or remote servers, offering session management, permission control, and a lightweight CLI called acpx.

ACP ProtocolAI agentCLI tool
0 likes · 20 min read
How IMClaw Turns Any AI Agent into a Remote Service with the ACP Protocol