Blog
Team notes, insights, stories and announcements.
# Case
AMAP Automotive AI Native Engineering in Practice | Building Business Knowledge Engineering with Qoder
The AMAP Automotive AutoSDK team turned domain knowledge into an engineering asset that can be produced, tuned, automatically refreshed, and consumed with Qoder's knowledge engine, lifting the strict one-shot rate from 37.3% to 61.5%.
# Case
Qoder Assistant Group Chat Q&A Bot User Manual
Qoder Assistant is a group chat Q&A bot that answers only from your knowledge base, privately checks with the colleagues you designate whenever it is unsure, and turns every confirmed answer into new knowledge.
China Southern Fund Partners with Alibaba Cloud Qoder to Accelerate the AI-Native Transformation of Its Engineering Organization
# Technology
A Self-Iterating Knowledge Engine for AI-Native Software Engineering
Qoder Knowledge Engine transforms engineering knowledge into reusable context, improving AI agents’ accuracy, stability, and execution efficiency.
# Product
Introducing Qoder Code Security: Security From the First Line of Code
Introducing Qoder Code Security: Security From the First Line of Code
# Product
Qoder Security in Practice
Qoder Security in Practice
# Case
Farewell to "Vibe Coding": The Evolution and Practice of Team-Level AI Development Powered by Harness Governance and SDD
AMAP's evolution and practice of team-level AI development powered by Harness governance and SDD.
# Case
One Paragraph Summons 13 "Programmers": Alibaba Qoder's New Mode Lets Me Be a CTO Lying Down
Qoder's Experts Mode automatically breaks down requirements and dispatches multiple expert Agents to develop in parallel—one paragraph is enough to build and refactor a personal blog.
# Case
Pupu Supermarket × Qoder | Enterprise-Grade AI Coding Workshop Wraps Up Successfully
Pupu Supermarket, together with Alibaba Cloud, held an enterprise-grade AI Coding workshop where 150+ developers put Qoder into hands-on practice.
# Case
XPeng Group's First AI Open Competition Concludes, with Qoder Empowering Business Staff to Explore AI Application Innovation
XPeng Group's first AI Open Competition concludes; a frontline supply-chain employee used Qoder to build the supply-chain risk management platform "Baize" and won the title, boosting risk-screening efficiency 96x
# Case
I Used Qoder Experts to Assemble an AI Team—30-Minute Delivery, Promoted Tomorrow
Making good use of Qoder Experts Mode to assemble a multi-Agent expert team, delivering merge-to-main features through 30-minute parallel work.
# Case
On My Favorite Qoder Features and Tips for Saving Credits
Making good use of Qoder's five core capabilities to boost efficiency, with six hands-on tips for saving Credits.
# Case
I Can't Code, but I Built an iOS App
A non-technical operations person made good use of Qoder to build a personal iOS movie app in a single day.
# Case
How to Use Qoder on Legacy Projects? A Hands-On Guide from Confusion and Pitfalls to Self-Iteration
Using Qoder's Repo Wiki and Skills to turn a legacy project from "afraid to touch" into self-iterating.
# Case
One Person + Qoder Did the Work of 20 People in 3 Months: The AI Command Skills I Learned by Spending Hundreds of Thousands of Credits
Made good use of Qoder to build an AI-native dev system—1 person, 2 months, delivering what once took 20 people 3 months (an MES product).
# Case
From "Help Me Patch Code" to "Deliver the Project for Me": How Hisense Reshaped Its Development Workflow with Qoder
Hisense built a complete AI-native development system with Qoder, improving new system development efficiency by 3–4x.
# Technology
How We Used Qoder to Let an Agent Iterate on Itself: Computer Use as an Example
Goal Mode + self-verification + regression guards, hundreds of hours of unattended iteration
# Case
The Intelligent Leap of SaaS Global Expansion — How Eccang Reshapes R&D and Operations with Qoder + QoderWork
Eccang uses Qoder to break the boundary between technical and non-technical teams, evolving from "tool users" to "agent managers."
# 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.