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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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Latest from Code Mala Tang

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Code Mala Tang
Code Mala Tang
Jun 5, 2026 · Artificial Intelligence

10 High‑Star Claude Code & Codex GitHub Repos That Supercharge Your Coding Efficiency

After battling nightly bugs, the author screened over a hundred Claude Code/Codex repositories, tested each, and curated ten high‑star GitHub projects—detailing their core value, pain points solved, ideal scenarios, installation steps, and star counts—to dramatically boost AI‑assisted coding productivity.

AI coding assistantsClaude CodeCodex
0 likes · 16 min read
10 High‑Star Claude Code & Codex GitHub Repos That Supercharge Your Coding Efficiency
Code Mala Tang
Code Mala Tang
Jun 5, 2026 · Artificial Intelligence

How Claude Code’s Folder‑Based Memory Boosts Performance by 39%

Claude Code achieves a 39% performance gain in long‑term memory for LLM agents by replacing complex vector stores and graph databases with a simple folder of markdown files, leveraging context editing and tool calls that reduce token usage by 84% while keeping memory transparent and version‑controlled.

AnthropicClaude CodeLLM memory
0 likes · 11 min read
How Claude Code’s Folder‑Based Memory Boosts Performance by 39%
Code Mala Tang
Code Mala Tang
Jun 5, 2026 · Artificial Intelligence

Dynamic Workflows Beyond Coding: Integrating It with Obsidian for a Smarter Second Brain

The article examines Anthropic's Dynamic Workflows—Claude Code's latest agent‑scheduling update—showing how the author wired it into an Obsidian vault, solved classic sub‑agent issues, and demonstrated three concrete use cases (session analysis, diary mining, and video idea extraction) while offering practical workflow patterns and a recommendation to embed workflows inside skills.

AI automationAgent SchedulingAnthropic
0 likes · 12 min read
Dynamic Workflows Beyond Coding: Integrating It with Obsidian for a Smarter Second Brain
Code Mala Tang
Code Mala Tang
Jun 3, 2026 · Artificial Intelligence

How Claude Projects and Skills Let AI Remember Your Work Style

The article explains how repeatedly rewriting prompts wastes time, then shows step‑by‑step how Claude Projects store shared context and Skills encapsulate reusable workflows, providing concrete examples and five ready‑made Skills that cut routine tasks from minutes to seconds and turn Claude into a personalized, memory‑enabled assistant.

AI WorkflowClaudeProjects
0 likes · 11 min read
How Claude Projects and Skills Let AI Remember Your Work Style
Code Mala Tang
Code Mala Tang
Jun 2, 2026 · Artificial Intelligence

Demystifying Model Evaluation: 8 Key Terms You Must Know

The article breaks down eight technical terms—frontier coding, 1M‑long context, native multimodal, open‑source levels, benchmark layers, CUDA operators, autonomous iteration, and verifiable engineering strength—to help readers understand what modern AI model release notes actually mean.

CUDA operatorsLong ContextModel Evaluation
0 likes · 11 min read
Demystifying Model Evaluation: 8 Key Terms You Must Know
Code Mala Tang
Code Mala Tang
Jun 1, 2026 · Industry Insights

Tianya Community Revives, but the Era It Represented Is Gone

After three years offline, Tianya.net returns, sparking nostalgic comments, yet the article argues that the platform’s revival cannot bring back the “slow internet” culture it once embodied, which has been eclipsed by today’s algorithm‑driven, short‑form, real‑name web.

Chinese internetInternet evolutionTianya
0 likes · 7 min read
Tianya Community Revives, but the Era It Represented Is Gone
Code Mala Tang
Code Mala Tang
May 31, 2026 · Artificial Intelligence

Top 10 AI Papers This Week: SkillOpt, Agent Distillation, and Sleeping LLMs

This roundup reviews ten recent AI papers covering SkillOpt’s treat‑SKILL.md as trainable parameters, compiling whole agent pipelines into model weights, decentralized AI scientist teams, adding a "sleep" consolidation phase to LLMs, interface‑only fixes for frozen agents, reuse‑aware context‑cost strategies, evaluating AI’s ability to forecast scientific breakthroughs, agent aging benchmarks, the trade‑offs of complex harnesses, and multilingual food‑embedding models.

AI AgentsAgent AgingAgent Distillation
0 likes · 18 min read
Top 10 AI Papers This Week: SkillOpt, Agent Distillation, and Sleeping LLMs
Code Mala Tang
Code Mala Tang
May 31, 2026 · Artificial Intelligence

Can Four Sub‑Agents Ship a Feature Overnight? A Deep Dive into the 4‑Agent Pipeline vs Superpowers

The article compares zodchiii's minimalist four‑sub‑agent pipeline with the Superpowers skill‑driven approach, examining context isolation, handoff files, model allocation, testing discipline, review rules, learning curve, and suitability, and concludes with a hybrid recommendation for reliable feature delivery.

AI AgentsAutomationClaude Code
0 likes · 14 min read
Can Four Sub‑Agents Ship a Feature Overnight? A Deep Dive into the 4‑Agent Pipeline vs Superpowers