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BirdNest Tech Talk

Author of the rpcx microservice framework, original book author, and chair of Baidu's Go CMC committee.

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Latest from BirdNest Tech Talk

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BirdNest Tech Talk

May 18, 2026 · Artificial Intelligence

Taming AI Coding Agents: A Powerful Development Workflow with Engineering Discipline

The article introduces Matt Pocock's open‑source "skills" collection for AI coding agents, shows how it embeds traditional engineering practices such as alignment, domain modeling, TDD, and architecture governance into reusable command sets, and walks through a complete partial‑refund feature implementation using these skills.

AI coding agentsTDDarchitecture governance

0 likes · 22 min read

Taming AI Coding Agents: A Powerful Development Workflow with Engineering Discipline

BirdNest Tech Talk

May 14, 2026 · Artificial Intelligence

Codex, Claude Code, Hermes Launch /goal Together – Coincidence or Autonomy Tipping Point?

In late April and early May 2026 three leading AI coding assistants—OpenAI's Codex CLI, Anthropic's Claude Code, and Nous Research's Hermes Agent—released a /goal command that shifts agents from simple Q&A tools to autonomous goal‑driven systems, prompting a detailed technical comparison and a re‑examination of the developer's role.

AI agentsautonomous loopsbudget control

0 likes · 15 min read

Codex, Claude Code, Hermes Launch /goal Together – Coincidence or Autonomy Tipping Point?

BirdNest Tech Talk

Apr 22, 2026 · User Experience Design

Why wxeditor Redefines the WeChat Publishing Workflow for Creators

The article examines the tedious post‑writing workflow of WeChat public‑account articles and shows how wxeditor reorganizes the entire process—three‑pane editing, synchronized preview, theme management, enhanced code blocks, image handling, and auto‑saving—making it a must‑have tool for frequent creators.

Markdowneditorproductivity

0 likes · 10 min read

Why wxeditor Redefines the WeChat Publishing Workflow for Creators

BirdNest Tech Talk

Apr 20, 2026 · Artificial Intelligence

Can AI Agents Fully Automate Medium‑Complex GitHub Issues in 10 Minutes?

This article analyzes how the AutoResearch method pioneered by Andrej Karpathy was adapted to software development, detailing three key enhancements—multi‑agent cross‑review, a five‑dimensional scoring system, and feedback‑driven iteration—that enable a fully autonomous pipeline capable of completing a medium‑complexity issue in about ten minutes with a 9.0/10 code quality score.

AI agentsGitHubauto code generation

0 likes · 18 min read

Can AI Agents Fully Automate Medium‑Complex GitHub Issues in 10 Minutes?

BirdNest Tech Talk

Mar 2, 2026 · Artificial Intelligence

45 Powerful Claude Code Tips to Supercharge Your AI‑Powered Development

This comprehensive guide walks you through 45 practical Claude Code techniques—from customizing the status bar and mastering slash commands to using Git worktrees, managing context, automating tasks with containers, and leveraging plugins—providing concrete examples, code snippets, and step‑by‑step workflows that let you harness the full potential of Claude Code in real‑world software development.

AI developmentClaude CodeContext Management

0 likes · 65 min read

45 Powerful Claude Code Tips to Supercharge Your AI‑Powered Development

BirdNest Tech Talk

Feb 22, 2026 · Mobile Development

Deploy OpenClaw on Android via Termux and ADB – A Step‑by‑Step Guide

This guide walks through installing Termux, Ubuntu, and OpenClaw on a Xiaomi Android phone, configuring developer options, connecting via ADB, installing the burner‑phone skill, capturing screenshots, and attempting click actions, while highlighting limitations when click debugging is unavailable.

ADBAndroidMobile Automation

0 likes · 5 min read

Deploy OpenClaw on Android via Termux and ADB – A Step‑by‑Step Guide

BirdNest Tech Talk

Feb 19, 2026 · Artificial Intelligence

How to Automate Daily News Briefings with OpenClaw: Skill vs Prompt

This guide walks through two practical approaches—Skill and Prompt—to configure OpenClaw for automated RSS aggregation, AI‑driven filtering, summarization, and channel delivery, comparing their setup steps, code examples, advantages, limitations, and when to choose each method.

AI assistantOpenClawPrompt

0 likes · 8 min read

How to Automate Daily News Briefings with OpenClaw: Skill vs Prompt

BirdNest Tech Talk

Feb 13, 2026 · Artificial Intelligence

Rebuilding a Go AI Assistant with Claude Code Agent Teams

The article walks through how the author refactored the Go‑based AI assistant GoClaw by leveraging Claude Code's Agent Teams feature, detailing the motivation, architecture comparison, configuration steps, team role assignments, and practical tmux integration to achieve a more modular and reliable agent module.

AI assistantAgent TeamsClaude Code

0 likes · 10 min read

Rebuilding a Go AI Assistant with Claude Code Agent Teams

BirdNest Tech Talk

Feb 11, 2026 · Artificial Intelligence

How GoClaw Reimagines OpenClaw: A Go‑Powered AI Assistant Architecture

This article provides an in‑depth technical analysis of GoClaw, a Go‑based personal AI assistant that mirrors OpenClaw's design while introducing a more robust agent loop, reflective reasoning, extensible skill system, sophisticated error handling, and multi‑provider failover, complete with code excerpts, architecture diagrams, and performance trade‑offs.

AI assistantAgent LoopError Handling

0 likes · 19 min read

How GoClaw Reimagines OpenClaw: A Go‑Powered AI Assistant Architecture

BirdNest Tech Talk

Jan 27, 2026 · Artificial Intelligence

What Makes Claude Code Tick? A Deep Dive into Subagents, Skills, MCP, Slash Commands, Hooks, and Plugins

The article breaks down Claude Code’s six building blocks—Subagents, Skills, Model Context Protocol (MCP), Slash Commands, Hooks, and Plugins—detailing their characteristics, execution methods, programmability, complexity, autonomy, use cases, customization difficulty, persistence, and integration patterns, and concludes with a comparative matrix and key distinctions.

AI agentsClaude CodeModel Context Protocol

0 likes · 9 min read

What Makes Claude Code Tick? A Deep Dive into Subagents, Skills, MCP, Slash Commands, Hooks, and Plugins