Blog
Team notes, insights, stories and announcements.

# Case
4M + 500K Lines, Rebuilding a Giant App in 3 Weeks
How we shipped 500K lines into a 4M-line legacy system in three weeks using Agentic and Autonomous Engineering

# Technology
Terminal Sandbox: Infrastructure for the Agent Harness
Qoder Terminal Sandbox: native command isolation across Windows, macOS, and Linux for bounded Agent execution

# Case
R&D Efficiency Evolved: How UU Paotui Deeply Integrated AI into the Entire Development Lifecycle
UU Paotui leveraged Qoder's Wiki + Rules + Skills to transform AI from an "outsider" into a full-lifecycle teammate.

# Case
From Line-by-Line Coding to 2-Minute Delivery: How Fuiou Payment Turned Hard-Won Lessons into Team Capability
Six months with Qoder across 12+ projects — I stopped writing code and started directing AI.

# Technology
Proactive Memory Agent: The Agent's Second Brain
Why Qoder's memory moved from a fixed pipeline to an autonomous agent, and what changed when the model got to decide what to remember, when to recall it, and what to fix.

# Case
From "Expert Know-How" to "Team Capability": AsiaInfo's 3 Iron Rules for AI R&D Tool Selection
This is the real transformation path that a mature ICT enterprise carved out over three years.

# Product
QoderWork Custom Desk
A dedicated AI work environment for professional tasks - not just a chatbox

# Technology
An LLM-Driven Self-Iterating Knowledge Engine for Software Engineering
Born for software engineering. Built for the enterprise.

# Technology
How Qoder 1.0 Rebuilds the Task Execution Environment
Qoder 1.0 upgrades Chat into an agentic task runtime: stable workspace, execution, artifact, and knowledge boundaries for every Quest

# Technology
/canvas: Beyond Better Output, Toward the Next Generation of Collaboration
Agents don't need prettier HTML. They need their own Design System. That's what Qoder Canvas is.

# Product
Introducing Qoder 1.0: From AI IDE to Autonomous Development Desktop
From Agentic Coding to Agentic Engineering. Qoder 1.0 evolves from AI IDE to Autonomous Development Desktop.

# Product
Introducing Qoder Community Edition
BYOK was previously available only to paid users. Starting today, it's free for everyone.

# Product
QoderWake: Your always-on AI Employee
To add a type of AI employee to organizations that is production-ready, secure, controllable, and continuously evolving.

# Product
Qoder Remote Control is officially published
Qoder officially supports remote control. The web version is published. The iOS and Android mobile apps are Listing.

# Product
QoderWork Plugins
Package your team's expertise, tool integrations, and reference materials into a complete AI work suite — install once, share across the organization.

# Technology
In Practice: QODER CLI × HARNESS ENGINEERING — Building a 7×24 Autonomous Feedback Processing System
A 7×24 unattended feedback system built on Qoder CLI, compressing root-cause analysis per issue from 30 minutes to 2.

# Technology
How we built a self-evolving memory system for Qoder
The architecture, retrieval strategy, and benchmark results behind Qoder's self-evolving memory

# Case
A Photographer's Vibecoding Journey: 5 Months, 150,000 Lines of Code, Independently Delivering 3 Commercial-Grade Products Through Struggles and Breakthroughs
A photographer wrote 150,000 lines of code with Qoder, independently delivering 3 commercial products in 5 months.

# Case
5 People, 7 Days Creating a Miracle: The True Story of How the Qoder Team "Hacked" a Product with AI
No product manager writing PRD, no frontend/backend division—the true story of how the Qoder team "hacked" a product with AI.

# Case
When Developers Stop Writing Code: How 51job Redefines Programmers with Qoder
Within 51job's technical team, a hypothesis is being validated: the future measure of programmer value will no longer be lines of code written, but AI resources mobilized.

# Technology
The Evolution of Qoder NEXT: From Inline Completion to Intelligent Code Editing
Qoder NEXT proactively identifies developers' coding intent and delivers smarter code editing suggestions, significantly boosting development efficiency.

# Technology
Agentic Search: Agent-Driven Code Retrieval
How Agentic Search Maximizes Retrieval Efficiency for AI Agents

# Technology
Inside Experts Mode
Better Results, Lower Cost

# Product
AI Coding Enters the "Agent Teamwork" Era: Introducing Qoder Experts Mode
Beyond coding—toward delivery. AI is evolving from a "programmer" into an "engineering expert team."

# Technology
Engineering Knowledge Engine: The Knowledge Layer Behind Harness Engineering
How a self-evolving knowledge engine makes AI agents engineer better

# Technology
Stop feeding your model every tool definition
How we cut 10% of Quest's context cost by not showing the model tools it doesn't need

# Product
Introducing QoderWork: An AI Assistant That Actually Gets Work Done
QoderWork is a desktop AI assistant that operates directly on your computer

# Product
Qwen-Coder-Qoder: Customizing a fast-evolving frontier model for real software
Inside Qwen-Coder-Qoder: The RL-optimized model behind Qoder's agent architecture

# Technology
Quest 1.0: Refactoring the Agent with the Agent
Tokens Produce Deliverables, Not Just Code

# Product
The Next Evolution Toward Intelligent Editing: Qoder NEXT Model and ActionRL Preference Alignment in Practice
From "Code Completion" to "Edit Prediction": Understanding the Capabilities and Advantages of the Qoder NEXT Model

# Technology
Qoder NEXT Performance Optimization_ Achieving Millisecond-Level Code Completion
When you press a key and wait for code completion, how much latency can you truly tolerate?

# Feature
Switch Your AI Coding Engine with Model Tier Selector
Choosing the Right "Engine" for Each Task

# Feature
Qoder Launches Prompt Enhancement Feature
Freeing Developers from the "Prompt Engineering" Burden.

# Feature
Quest Remote: Delegate Tasks to Cloud as Effortlessly as Sending an Email
Let the cloud handle the routine and free your mind for what matters.

# Product
Qoder CLI is now Available
Bringing Qoder’s AI Power to Every Terminal.

# Product
Qoder Subscriptions Are Here!
Thanks so much for all your support! Here are our subscription plans.

# Product
Smart Context Control: Optimize Usage, Save Your Credits
Make your Credits go further with smarter context management.

# Product
Repo Wiki: Surfacing Implicit Knowledge
Turn code into living, shared documentation.

# Product
Five Days In... (already?)
Over 100,000 developers have already joined us.

# Product
Qoder Introduction
Agentic coding platform for real software.

# Technology
From Long-term Memory to Self-evolution
Long-term memory enables agents to self-learn.

# Technology
Codebase-Aware Code Retrieval: A Hybrid Approach for AI Coding
From generic embeddings to real-time, graph-powered codebase understanding.

# Product
Quest Mode: Task Delegation to Agents
Introducing Quest Mode. Your new AI-assisted coding workflow.