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Code Mala Tang
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Code Mala Tang

Read source code together, write articles together, and enjoy spicy hot pot together.

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Recent Articles

Latest from Code Mala Tang

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Code Mala Tang
Code Mala Tang
May 25, 2026 · Artificial Intelligence

Behind 95K Stars: browser-use’s LLM Browser Automation vs Playwright

browser-use, an open‑source MIT‑licensed LLM agent loop that compresses page DOM into an indexed list of interactive elements, lets large language models plan and execute web tasks, and is compared against Anthropic’s Computer Use, OpenAI’s Operator and traditional Playwright/Selenium, highlighting its flexibility, lower cost, but higher LLM usage and deployment trade‑offs.

Anthropic Computer UseLLM agentsMIT license
0 likes · 16 min read
Behind 95K Stars: browser-use’s LLM Browser Automation vs Playwright
Code Mala Tang
Code Mala Tang
May 25, 2026 · R&D Management

How Enterprises Can Implement AI‑Native Development: Specs, Process Redesign, and Feedback Loops

The talk shows that true AI‑native development requires upgrading specifications, redesigning the entire development pipeline, establishing closed‑loop feedback, and layering rollout by business type, rather than merely adding an AI coding assistant, and presents data from ten pilot projects demonstrating efficiency gains.

AI-native developmententerprise AIfeedback loop
0 likes · 10 min read
How Enterprises Can Implement AI‑Native Development: Specs, Process Redesign, and Feedback Loops
Code Mala Tang
Code Mala Tang
May 23, 2026 · Artificial Intelligence

By 2026, AI Programming Rewards Context Management Over Pure Coding

The article argues that as AI coding agents evolve from autocomplete to task‑level assistants, developers’ most valuable skill shifts from writing code to orchestrating context, breaking down tasks, defining boundaries, and managing agents within the software production workflow.

AI programmingContext Engineeringcoding agents
0 likes · 11 min read
By 2026, AI Programming Rewards Context Management Over Pure Coding
Code Mala Tang
Code Mala Tang
May 23, 2026 · Artificial Intelligence

Mastering Codex: From Code Writing to Full Computer Work Automation

The article explains how Codex can evolve from a simple code‑generation assistant into a system that automates entire computer workflows by combining durable threads, voice input, steering, queuing, browser and computer control, side‑bars, and shared memory, with concrete usage patterns and comparisons.

AI AgentsCodexautomation
0 likes · 12 min read
Mastering Codex: From Code Writing to Full Computer Work Automation
Code Mala Tang
Code Mala Tang
May 23, 2026 · Artificial Intelligence

Seven Scenarios That Reveal What OpenHuman’s Personal AI Assistant Really Solves

The article analyzes OpenHuman, a 24/7 personal AI assistant that aggregates fragmented context from email, calendar, documents, code repositories and more, turning it into actionable memory across seven real‑world scenarios while emphasizing privacy‑first local storage, trust challenges, and its early‑stage limitations.

AI assistantOpenHumancontext memory
0 likes · 12 min read
Seven Scenarios That Reveal What OpenHuman’s Personal AI Assistant Really Solves
Code Mala Tang
Code Mala Tang
May 22, 2026 · Industry Insights

Why Spec-Driven Development Is Becoming the New Default in AI Programming

Spec-Driven Development (SDD) has rapidly become the default architecture for AI‑assisted coding, backed by industry radars, academic reviews, and multiple open‑source toolkits, while researchers debate its trade‑offs, governance models, and remaining open challenges.

AI programmingBMADOpenSpec
0 likes · 20 min read
Why Spec-Driven Development Is Becoming the New Default in AI Programming
Code Mala Tang
Code Mala Tang
Apr 29, 2026 · Operations

Mastering Claude Code Permissions: A Complete Guide to settings.json

This guide explains how to configure Claude Code’s settings.json file at global, project, and local levels, defining allow, deny, and ask rules, default modes, safe command lists, and hooks, enabling seamless team‑shared permissions and eliminating repetitive permission prompts during development sessions.

Claude CodeTeam Collaborationhooks
0 likes · 11 min read
Mastering Claude Code Permissions: A Complete Guide to settings.json
Code Mala Tang
Code Mala Tang
Apr 29, 2026 · Artificial Intelligence

What Exactly Does Claude Code Send When You Type “Hello”?

The article walks through configuring a custom model in Claude Code, installing the claude‑tap plugin, launching the tool, sending the message “Hello”, and then dissecting the resulting request to reveal token counts, latency, tool list, system prompts, message payload, and a lingering cache issue.

AI modelClaude CodeLing-2.6-flash
0 likes · 6 min read
What Exactly Does Claude Code Send When You Type “Hello”?
Code Mala Tang
Code Mala Tang
Apr 28, 2026 · Backend Development

Redis No Longer Dominates: Discover the Best Python Caching Alternatives

A benchmark of Redis, Memcached, DragonflyDB, and Cashews using the same FastAPI workload reveals that Redis falls behind on latency, throughput, and memory efficiency, while DragonflyDB and Cashews offer superior performance and developer experience for Python caching.

CachingCashewsDragonflyDB
0 likes · 11 min read
Redis No Longer Dominates: Discover the Best Python Caching Alternatives