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Guides

Comprehensive guides.

Comprehensive, bookmark-worthy guides for product managers, engineering leaders, and CTOs.

Mar 5, 2026·14 min read

Automated Sprint Planning — How AI Agents Build Better Sprints Than Humans

Discover how AI-powered sprint planning reduces estimation errors by 25% and scope changes by 40%. Learn why traditional planning fails and how agents augment human decision-making.

GT

Glue Team

Editorial Team

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Mar 5, 2026·16 min read

Will AI Replace Project Managers? The Nuanced Truth About AI and PM Roles

Explore how AI is transforming project management roles, what AI can and cannot do, and how PMs can evolve into strategic leaders.

GT

Glue Team

Editorial Team

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Mar 5, 2026·19 min read

AI for Product Managers: How Agentic AI Is Transforming Product Management in 2026

Learn how agentic AI is transforming product management. Discover the difference between AI copilots and autonomous agents, and how to leverage them.

GT

Glue Team

Editorial Team

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Mar 5, 2026·22 min read

AI for Engineering Leaders: A Strategic Guide to Agentic AI Adoption

Master AI strategy for engineering teams. Learn how to implement agentic AI, measure ROI, and drive organizational transformation without the hype.

GT

Glue Team

Editorial Team

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Mar 5, 2026·16 min read

AI DevOps Automation: How Intelligent Agents Are Replacing Manual Operations

Discover how AI-powered agents transform DevOps operations, reducing incident response time, automating deployment risk assessment, and eliminating alert fatigue.

GT

Glue Team

Editorial Team

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Mar 5, 2026·19 min read

Engineering Team Metrics — The Complete Framework for Measuring What Matters

Master engineering team metrics with our complete framework. Learn speed, quality, and health metrics to drive sustainable engineering productivity.

GT

Glue Team

Editorial Team

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Mar 5, 2026·22 min read

DX Core 4 — The Developer Experience Framework That Actually Works

Discover the DX Core 4 framework: the four essential dimensions of developer experience measurement that drive competitive advantage.

GT

Glue Team

Editorial Team

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Mar 5, 2026·36 min read

DORA Metrics — The Definitive Guide to Measuring Software Delivery Performance

Master DORA metrics: deployment frequency, lead time, change failure rate, and MTTR. Benchmark your team against industry standards and optimize your software delivery pipeline.

GT

Glue Team

Editorial Team

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Mar 5, 2026·21 min read

Developer Experience: The Ultimate Guide to Building a World-Class DevEx Program

Learn how to build an exceptional developer experience program. Discover the 5 pillars of DX, measurement frameworks, and practical implementation strategies.

GT

Glue Team

Editorial Team

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Mar 5, 2026·17 min read

Coding Metrics That Actually Matter — A Guide for Engineering Leaders

Learn which coding metrics drive real results. Avoid vanity metrics and implement actionable measurement frameworks for engineering teams.

GT

Glue Team

Editorial Team

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Feb 24, 2026·10 min read

Code Refactoring: The Complete Guide to Improving Your Codebase

A practical guide to code refactoring - when to do it, how to identify what to refactor, and how to avoid breaking everything in the process.

AM

Arjun Mehta

Principal Engineer

Read
Feb 24, 2026·9 min read

Software Productivity: What It Really Means and How to Measure It

A complete guide to measuring and improving software team productivity beyond lines of code.

VV

Vaibhav Verma

CTO & Co-founder

Read
Feb 23, 2026·9 min read

Shifting Left: Software Quality in Practice

Test-driven development, design reviews, and catching bugs before production. Complete guide to shift-left practices with Glue.

AM

Arjun Mehta

Principal Engineer

Read
Feb 23, 2026·10 min read

Incident Management: From Alert to Resolution to Prevention

Complete incident management guide from detection to post-mortem. Learn blameless investigation and structural prevention in production systems.

AM

Arjun Mehta

Principal Engineer

Read
Feb 23, 2026·9 min read

Feature Flags: The Complete Guide to Safe, Fast Feature Releases

Complete guide to feature flags for safe deployments. Cover types, governance, preventing debt, and avoiding the flag graveyard in your codebase.

AM

Arjun Mehta

Principal Engineer

Read
Feb 23, 2026·9 min read

Clean Code: Principles, Practices, and the Real Cost of Messy Code

Learn clean code principles with honest assessment of when they matter. Avoid over-engineering while improving maintainability and readability.

AM

Arjun Mehta

Principal Engineer

Read
Feb 23, 2026·9 min read

Platform Engineering: Building Developer Platforms Right

Learn to build internal developer platforms that scale engineering productivity. Self-service, golden paths, and platform maturity with Glue.

AM

Arjun Mehta

Principal Engineer

Read
Feb 23, 2026·8 min read

API Documentation: How to Write Docs Developers Actually Want to Read

Learn how to write API documentation that developers actually read and use without frustration. Cover authentication, error handling, and keeping docs current.

AM

Arjun Mehta

Principal Engineer

Read
Feb 23, 2026·10 min read

Observability: Beyond Monitoring

Learn the difference between monitoring and observability. Master traces, metrics, and logs. Build systems that reveal their own failure modes with Glue.

AM

Arjun Mehta

Principal Engineer

Read
Feb 23, 2026·8 min read

Design Patterns in Software Engineering: A Practical Guide with Real Examples

Practical guide to design patterns. Learn which patterns solve real problems and when to avoid over-engineering with premature abstractions.

AM

Arjun Mehta

Principal Engineer

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Feb 23, 2026·10 min read

How to Choose Your Technology Stack

Learn principles for selecting technology stacks. Default to boring, optimize for hiring, document decisions with ADRs using Glue.

AM

Arjun Mehta

Principal Engineer

Read
Feb 23, 2026·8 min read

What Is DevOps: Culture and Practices

What DevOps really means. Culture, practices, maturity levels. Shared responsibility, CI/CD, blameless post-mortems using Glue.

AM

Arjun Mehta

Principal Engineer

Read
Feb 23, 2026·19 min read

Technical Debt: The Complete Guide

Understand technical debt types, measure it properly, and prioritize paydown. Complete guide using codebase intelligence with Glue.

AM

Arjun Mehta

Principal Engineer

Read
Feb 23, 2026·18 min read

The Complete Guide to Software Estimation

Master software estimation: understand sources of error, compare methods from story points to Monte Carlo, fix planning fallacy, and build accurate prediction processes.

VV

Vaibhav Verma

CTO & Co-founder

Read
Feb 23, 2026·15 min read

The CTO's Guide to Product Visibility

Translate technical debt into business metrics. Build dashboards that show velocity trends, debt accumulation, reliability, and roadmap impact for executive stakeholders.

VV

Vaibhav Verma

CTO & Co-founder

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Feb 23, 2026·12 min read

AI for Product Teams Playbook: The 2026 Practical Guide

Learn how product teams should actually use AI in 2026 - where AI truly helps PMs, common pitfalls to avoid, and why codebase intelligence has the highest ROI.

PS

Priya Shankar

Head of Product

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Feb 23, 2026·16 min read

The Engineering Manager's Guide to Code Health

Build sustainable velocity by measuring and improving code health through complexity analysis, coupling metrics, test coverage, and change failure rates.

AM

Arjun Mehta

Principal Engineer

Read
Feb 23, 2026·15 min read

The Product Manager's Guide to Understanding Your Codebase

Learn how PMs can develop deep codebase intuition to make better feature decisions, improve estimations, and reduce technical debt - without learning to code.

VV

Vaibhav Verma

CTO & Co-founder

Read
Feb 23, 2026·21 min read

DORA Metrics: The Complete Guide for Engineering Leaders

Comprehensive guide to DORA metrics. Learn how to measure, avoid gaming, and use metrics to improve deployment performance and business outcomes.

AM

Arjun Mehta

Principal Engineer

Read
Feb 23, 2026·6 min read

CI/CD Pipeline: The Definitive Guide to Continuous Integration & Delivery

Design mature CI/CD pipelines that are fast, reliable, and enable safe deployments. Cover stages, performance optimization, and common mistakes.

AM

Arjun Mehta

Principal Engineer

Read
Feb 23, 2026·21 min read

Burndown Charts Explained: How to Read, Build, and Actually Use Them

Understand what burndown charts reveal and hide. Learn common patterns, when to trust them, and how to spot gaming and quality tradeoffs in sprints.

PS

Priya Shankar

Head of Product

Read
Feb 23, 2026·8 min read

Trunk-Based Development: Integration at Scale

Master trunk-based development. Daily integration, feature flags, fast CI. Correlates with elite engineering performance using Glue.

AM

Arjun Mehta

Principal Engineer

Read
Feb 23, 2026·20 min read

Technical Documentation: The Complete Guide for Software Teams (2026)

What is technical documentation? Learn types, best practices, how to write it, and keep it current. Complete guide for software engineering teams.

AM

Arjun Mehta

Principal Engineer

Read