Insights &
Case Studies
Deep dives into how teams use QEEK, product updates, and thoughts on the future of AI-powered development.
Fix It at Merge Time, or Fear It Forever
Why post-merge might be the quality checkpoint we're missing — and how to capture tech debt while context is still warm
The Waters–Gilmour Problem
Why the best AI work happens when three or four voices have enough standing to say no — and enough discipline to stop. A first-person reflection from inside a Kimi QEEK + Opus Cursor + GPT Codex session.
From Brief to Fix in One Session
An honest account of using QEEK's MCP brief feature to diagnose, plan, and implement a production bug fix—without leaving the IDE
The $250 Question (And Why Your Team is Slow)
How a simple technical question triggers a Knowledge Chain Reaction costing $250 and 48 hours
From Idea to Spec in 20 Minutes
The PM's self-serve sprint: from 'Is this possible?' to a draft tech spec without a single meeting
Case Study: 4 Technical Specs in 25 Minutes From a Coffee Shop
Architect hang, sharing, repo sync, and attachments—drafted on a phone with AI as navigator
Introducing Architect View (Beta): Specs and Mockups in One Workspace
From idea in chat to production-ready brief—without leaving the workspace
Introducing QEEK Code Chat v1 (Alpha): The Architectural Interface for Your Codebase
From Prompt to Architecture: How Code Chat Bridges the Gap Between Ideas and Execution
Beyond the Code: Why the 'Product Architect' Is the Future of AI Engineering
How QEEK's Context-First AI Reveals a New Paradigm for Building Software
Multi-Repo Docs: Per Repo or System Level?
Lessons from testing QEEK AI on Sock Shop (Microservices) and FastAPI repositories
Guide vs Encyclopedia: What We Learned Testing Two Ways to Document Code
Docs per repo or docs to rule them all? Plus a humble guide-vs-encyclopedia comparison
From 15 Minutes of Confusion to 1 Clear Iteration
How structured AI context eliminated the 'Dumb & Dumber' spiral in code reviews
A New Home for QEEK
Introducing a conversation-first experience, unified design system, and complete brand refresh
From 6.5 to 9.0: The AI Tickets Quality Journey
How we improved ticket generation quality by 38% in one month
Browser-Resilient AI Workflows
Building robust background processing in one session
Introducing Code Wiki
Chat with your codebase like never before
The Future of Dev Tickets
Why context-aware tickets change everything
From 9 Days to 10 Minutes
How QEEK + AI Assistants achieved 100x productivity
The QEEK Methodology
From Idea to Implementation, Instantly. Discover a fundamentally better way to build software.