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Codebase intelligence, product management, engineering leadership, and the future of software understanding.

FeaturedFeb 23, 2026 · 5 min read

Cursor and Copilot Don't Reduce Technical Debt — Here's What Does

Arjun Mehta

Principal Engineer

Feb 23, 2026·7 min read

The AI Productivity Paradox: Teams Ship 20% Faster but Incidents Are Up 23%

Arjun Mehta

Principal Engineer

Feb 23, 2026·7 min read

AI Coding Tools Are Creating Technical Debt 4x Faster Than Humans

Arjun Mehta

Principal Engineer

Feb 23, 2026·3 min read

How to Actually Measure Whether GitHub Copilot Is Worth It

Arjun Mehta

Principal Engineer

Feb 23, 2026·3 min read

GitHub Copilot Doesn't Know What Your Codebase Does — That's the Problem

Arjun Mehta

Principal Engineer

Feb 23, 2026·3 min read

Duplicate Tickets Are a Symptom: Your Intelligence and Work Systems Aren't Talking

Glue Team

Editorial Team

Feb 23, 2026·3 min read

The Roadmap as a Command Center: Connecting Goals to Gaps, Debt, and Team Risks

Glue Team

Editorial Team

Feb 23, 2026·3 min read

Jira Can Track Work. It Can't Verify the Problem Is Solved.

Glue Team

Editorial Team

Feb 23, 2026·3 min read

The Engineering Feedback Loop That Most Teams Are Missing

Glue Team

Editorial Team

Feb 23, 2026·2 min read

Closed-Loop Engineering Intelligence: From Detection to Verified Resolution

Glue Team

Editorial Team

Feb 23, 2026·5 min read

Why Your Ticket System Is Missing the Most Important Context

Glue Team

Editorial Team

Feb 23, 2026·5 min read

Technical Debt Tracking: The Full Lifecycle from Discovery to Verification

Glue Team

Editorial Team

Feb 23, 2026·8 min read

Beyond the Spreadsheet: How to Actually Assess Feature Gaps

Priya Shankar

Head of Product

Feb 23, 2026·6 min read

ChatGPT for Product Managers: What Works, What Doesn't

Vaibhav Verma

Founder & CEO

Feb 23, 2026·6 min read

Technical Debt Statistics 2026: The Real Cost of Maintenance

Arjun Mehta

Principal Engineer

Feb 23, 2026·6 min read

Software Estimation Accuracy: Why Estimates Fail and What Works

Priya Shankar

Head of Product

Feb 23, 2026·8 min read

How to Do Competitive Analysis When You Don't Know Your Own Product

Priya Shankar

Head of Product

Feb 23, 2026·8 min read

The Real Dollar Cost of Technical Debt: A Framework for Leadership

Vaibhav Verma

Founder & CEO

Feb 23, 2026·7 min read

The PM AI Assistant in 2026

Vaibhav Verma

Founder & CEO

Feb 23, 2026·7 min read

Codebase Health: What Engineers Can Tell PMs About Code Quality Without Custom Reports

Arjun Mehta

Principal Engineer

Feb 23, 2026·8 min read

Can AI Replace Product Managers?

Vaibhav Verma

Founder & CEO

Feb 23, 2026·5 min read

Tribal Knowledge: The Complete Guide to Eliminating Knowledge Silos

Vaibhav Verma

Founder & CEO

Feb 23, 2026·7 min read

Code Dependency Analysis: The Invisible Graph in Your System

Arjun Mehta

Principal Engineer

Feb 23, 2026·8 min read

Why Your Roadmap Keeps Slipping

Vaibhav Verma

Founder & CEO

Feb 23, 2026·2 min read

Codebase Analysis Tools: A 2026 Buyer's Guide

Glue Team

Editorial Team

Feb 23, 2026·7 min read

What AI Codebase Analysis Actually Is

Vaibhav Verma

Founder & CEO

Feb 23, 2026·7 min read

The Non-Technical PM Advantage

Vaibhav Verma

Founder & CEO

Feb 23, 2026·8 min read

Why Software Estimation Is Structurally Hard - And It's Not Because Engineers Are Bad at Math

Priya Shankar

Head of Product

Feb 23, 2026·6 min read

Shift Left Testing: Why It Actually Matters (And When It Doesn't)

Arjun Mehta

Principal Engineer

Feb 23, 2026·8 min read

What Actually Determines If a New Developer Gets Productive

Priya Shankar

Head of Product

Feb 23, 2026·7 min read

Monolith to Microservices: A Product Manager's Survival Guide

Priya Shankar

Head of Product

Feb 23, 2026·7 min read

How to Convince Your CTO to Invest in Developer Experience

Vaibhav Verma

Founder & CEO

Feb 23, 2026·8 min read

Technical Debt Tracking: From "We Know It When We See It" to Measurable Signals

Arjun Mehta

Principal Engineer

Feb 23, 2026·8 min read

The Hidden Cost of a Codebase Nobody Understands

Vaibhav Verma

Founder & CEO

Feb 23, 2026·9 min read

Technical Debt Reduction Playbook: How to Actually Pay It Down

Arjun Mehta

Principal Engineer

Feb 23, 2026·5 min read

Reduce Developer Onboarding Time from 6 Months to 6 Weeks

Arjun Mehta

Principal Engineer

Feb 23, 2026·7 min read

Scope Creep: The Silent Project Killer (And How to Actually Stop It)

Priya Shankar

Head of Product

Feb 23, 2026·8 min read

What PMs Need to Know About Code Review - And Why It Matters to Your Product

Priya Shankar

Head of Product

Feb 23, 2026·9 min read

Competitive Battlecards: Making Them Actually Useful

Priya Shankar

Head of Product

Feb 23, 2026·7 min read

Bus Factor in Software Engineering: Why It's an Architectural Problem, Not a People Problem

Arjun Mehta

Principal Engineer

Feb 23, 2026·6 min read

Open Source Developer Tools 2026: What's Worth Using

Arjun Mehta

Principal Engineer

Feb 23, 2026·8 min read

Should PMs Learn to Code? The Honest Answer

Priya Shankar

Head of Product

Feb 23, 2026·5 min read

DORA Metrics Are Not Enough: What They Miss About Your Product

Arjun Mehta

Principal Engineer

Feb 23, 2026·7 min read

The PM-Engineer Trust Gap

Vaibhav Verma

Founder & CEO

Feb 23, 2026·6 min read

Building an Awesome List: What Top Engineering Teams Actually Do Differently

Vaibhav Verma

Founder & CEO

Feb 23, 2026·8 min read

Code Intelligence Platforms: What PMs Need to Know

Priya Shankar

Head of Product

Feb 23, 2026·7 min read

You Can't Read Code. Here's What to Do About It.

Priya Shankar

Head of Product

Feb 23, 2026·8 min read

Code Health Metrics: Measuring What Actually Matters

Arjun Mehta

Principal Engineer

Feb 23, 2026·8 min read

Technical Debt Is Invisible by Default - Here's How to Make It Visible

Priya Shankar

Head of Product

Feb 23, 2026·6 min read

Sprint Velocity Is Lying to You (And What to Track Instead)

Priya Shankar

Head of Product

Feb 23, 2026·8 min read

Bus Factor Risk: How to Protect Your Team Before Someone Leaves

Arjun Mehta

Principal Engineer

Feb 23, 2026·8 min read

Knowledge Silos Are a Product Problem, Not Just an Engineering Problem

Priya Shankar

Head of Product

Feb 23, 2026·10 min read

Technical Debt Patterns: The 7 Types Costing You the Most

Arjun Mehta

Principal Engineer

Feb 23, 2026·7 min read

The PM-Codebase Gap: Why Product Decisions Keep Missing the Mark

Priya Shankar

Head of Product

Feb 23, 2026·7 min read

Story Points Are Useless

Vaibhav Verma

Founder & CEO

Feb 23, 2026·9 min read

Sprint Planning Is Broken (Here's What Actually Works)

Vaibhav Verma

Founder & CEO

Feb 23, 2026·10 min read

AI for Product Management: What Actually Helps You Think (Not Just Produce)

Vaibhav Verma

Founder & CEO

Feb 23, 2026·10 min read

The Complete Guide to Competitive Intelligence for SaaS Product Teams

Vaibhav Verma

Founder & CEO

Feb 23, 2026·10 min read

The Real Cost of Nobody Knowing How the System Works

Vaibhav Verma

Founder & CEO

Feb 23, 2026·11 min read

Software Architecture for Product Managers: Understanding Your Product Without Reading Code

Vaibhav Verma

Founder & CEO

Feb 23, 2026·11 min read

Tribal Knowledge in Software Teams: The Silent Productivity Killer

Vaibhav Verma

Founder & CEO