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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

Mar 9, 2026 · Artificial Intelligence

How Claude’s New Prompt Caching Cuts Token Costs by 90% for Long‑Running Agents

Claude’s API now automatically caches static parts of prompts—system instructions, tool definitions, and context—so repeated calls reuse these sections at only 10% of the standard token price, dramatically reducing costs for multi‑turn agents, but developers must manage prefixes and avoid cache‑breaking changes.

Claude APICost ReductionLLM engineering

0 likes · 15 min read

How Claude’s New Prompt Caching Cuts Token Costs by 90% for Long‑Running Agents

Code Mala Tang

Mar 8, 2026 · Fundamentals

Essential Python 2 vs 3 Differences Every Developer Must Know

Although Python 2 is officially deprecated, many legacy systems still use it, so understanding the key syntax, arithmetic, string handling, loop constructs, exception syntax, input functions, dictionary iteration, and library support differences between Python 2 and Python 3 is crucial for maintaining and migrating code.

LegacyMigrationPython

0 likes · 9 min read

Essential Python 2 vs 3 Differences Every Developer Must Know

Code Mala Tang

Mar 8, 2026 · Artificial Intelligence

Transform Claude Coding with Claude.md: A Structured Workflow Blueprint

This guide explains how the Claude.md (or agent.md) file lets you embed disciplined engineering rules—planning, validation, sub‑agents, self‑improvement loops, and autonomous error fixing—into Claude interactions, dramatically improving code quality and reliability for serious development projects.

AI codingClaudeLLM workflow

0 likes · 15 min read

Transform Claude Coding with Claude.md: A Structured Workflow Blueprint

Code Mala Tang

Mar 7, 2026 · Frontend Development

How AI Can Safely Augment React Code Reviews Without Replacing Human Judgment

The article examines which parts of a React code review can be reliably automated by AI—such as detecting missing dependencies, unused variables, and test gaps—while emphasizing that architectural decisions, state‑management trade‑offs, and performance reasoning must remain under human control.

AI code reviewcode qualityfrontend best practices

0 likes · 9 min read

How AI Can Safely Augment React Code Reviews Without Replacing Human Judgment

Code Mala Tang

Mar 5, 2026 · Artificial Intelligence

Master YOLOv12: A Step‑by‑Step Guide to Build, Train, and Deploy Custom Models

This tutorial walks readers through the fundamentals of YOLOv12, covering model variants, dataset preparation with Roboflow, optional FlashAttention acceleration, installation, model selection, training commands, post‑training tasks such as tracking, validation, inference, exporting to ONNX, and benchmarking, all with concrete code snippets and practical tips.

FlashAttentionPythonRoboflow

0 likes · 8 min read

Master YOLOv12: A Step‑by‑Step Guide to Build, Train, and Deploy Custom Models

Code Mala Tang

Mar 1, 2026 · Artificial Intelligence

Why YOLO Dominates Real-Time Object Detection: A Complete Guide

This article provides a comprehensive overview of the YOLO (You Only Look Once) algorithm, explaining its core principles, architecture, version history, training workflow, real‑world applications, strengths, and current limitations for modern computer‑vision tasks.

YOLOcomputer visiondeep learning

0 likes · 9 min read

Why YOLO Dominates Real-Time Object Detection: A Complete Guide

Code Mala Tang

Feb 27, 2026 · Frontend Development

Bridge Design and Code: Using Figma, Cursor, and MCP to Build Interactive Front‑End Prototypes

This guide explains how to combine Figma, Cursor, and the Model Context Protocol (MCP) to create realistic, interactive front‑end prototypes that match design files, reduce hand‑off ambiguity, and generate near‑production code without replacing the engineering process.

AI-assisted designCursorFigma

0 likes · 11 min read

Bridge Design and Code: Using Figma, Cursor, and MCP to Build Interactive Front‑End Prototypes

Code Mala Tang

Feb 25, 2026 · R&D Management

Can AI Agents Keep Your Specs Up‑to‑Date Without Human Docs?

The article argues that traditional documentation quickly becomes obsolete and proposes a self‑updating specification workflow where both developers and AI agents read and write the spec, eliminating hidden maintenance work and keeping the plan aligned with reality.

AI agentsAutomationDevOps

0 likes · 5 min read

Can AI Agents Keep Your Specs Up‑to‑Date Without Human Docs?

Code Mala Tang

Feb 25, 2026 · Artificial Intelligence

How an Ex‑Startup Founder Leverages AI Agents to Build 40 Projects in One Year

In an interview, Peter Steinberger shares his 13‑year entrepreneurial journey, burnout recovery, rapid AI‑driven project creation, the birth of OpenClaw, his views on AI‑assisted coding, security, and practical advice for developers seeking to work effectively with AI tools.

AI agentsOpenAIcoding

0 likes · 6 min read

How an Ex‑Startup Founder Leverages AI Agents to Build 40 Projects in One Year

Code Mala Tang

Feb 24, 2026 · Backend Development

Why Async FastAPI Still Blocks and How to Offload Heavy Work

After fixing unlimited queries and pagination issues, this article reveals why async FastAPI still stalls under load, outlines the hidden bottlenecks in the request lifecycle, and provides practical rules and code examples for offloading heavy work to background workers, ensuring scalability, idempotence, and observability.

AsyncFastAPIParallelism

0 likes · 9 min read

Why Async FastAPI Still Blocks and How to Offload Heavy Work