GlueWhy Copilot Doesn't Work on Your Hardest Tickets
AI code completion breaks down on cross-file refactors, legacy code, and tickets requiring business context. The problem isn't the AI — it's the context gap.
Model Context Protocol: The Missing Layer for Code AI
Why 60+ specialized MCP tools beat generic LLM prompting for code intelligence. Deep dive into the protocol that makes AI actually useful for developers.
Sprint Planning Without 3-Hour Meetings
AI-generated dev plans with file-level tasks based on actual codebase architecture. How to cut sprint planning overhead by 50%.
How to Protect Company Data When Using AI Agents: Complete Guide
Complete guide to securing company data when adopting AI coding agents. Data classification, access controls, audit trails, and practical security architecture.
AI Development Productivity Tips: Avoid the 73% Failure Rate
Most AI tool adoptions fail to deliver ROI. Here are the productivity patterns that actually work for engineering teams.
Vibe Coding Is Not Engineering
AI-generated prototypes are impressive demos. They're terrible production systems. Here's where vibe coding ends and real engineering begins.
What Engineering Leaders Get Wrong About AI Tool Adoption
Most teams measure AI tool success by adoption rate. The right metric is whether hard tickets get easier. Here's the framework that works.
How to Give Claude Code Full Project Context
Claude Code is powerful but limited by what it can see. Here's how to feed it codebase-level context for dramatically better results on complex tasks.
The Developer Tool Stack in 2026: What's Changed
AI reshaped the developer tool landscape. Here's what the modern engineering stack looks like and where the gaps remain.
25 Best AI Coding Tools in 2026: GitHub Copilot vs Cursor vs Top Alternatives
Comprehensive comparison of the top AI coding tools — Copilot, Cursor, Claude Code, Cody, and more. Updated for 2026 with real benchmarks on complex codebases.
How to Use Glue with Cursor: The Context-First Workflow
A practical guide to combining Glue's codebase intelligence with Cursor's AI editing for a workflow that understands before it generates.
How AI Is Changing Technical Interviews (And Why It Should)
LeetCode doesn't predict job performance. Codebase navigation and system understanding do. How interviews should evolve for the AI era.
The CTO's Guide to AI Tool ROI
A framework for measuring actual return on AI coding tool investments. Spoiler: adoption rate is the wrong metric.
Lovable vs Dev: Migration Comparison for AI-Powered Development Platforms
Side-by-side comparison of Lovable and Dev for AI-powered application building. When to use each and how they compare to code intelligence tools.
How to Conduct an AI Readiness Assessment for Your Engineering Team
Before buying AI tools, understand where your team will actually benefit. A practical framework for assessing AI readiness.
AI Agents for Code: Build vs Buy in 2026
Every team considers building their own AI coding agent. Here's when it makes sense and when you should buy instead.
How to Use AI for Code Review Without Losing the Human Element
AI can flag dependency issues and style violations. Humans should focus on architecture, business logic, and mentoring. Here's how to split the work.
Embedding vs Knowledge Graphs for Code Intelligence
Vector embeddings find similar code. Knowledge graphs find connected code. Why the best systems use both.
How Engineering Teams Should Prepare for AI-Native Development
AI-native development isn't about using more AI tools. It's about restructuring workflows around AI strengths and human judgment.
Building Scalable AI Applications: Architecture Patterns That Actually Work
Practical architecture patterns for AI-powered applications — from RAG pipelines to agent orchestration. Lessons from building production AI systems.
Why 80% of Dev Teams Will Use AI Code Tools by 2025 (And Why Most Will Be Disappointed)
The prediction came true - adoption is massive. But ROI? That is a different story. Here is why most teams are disappointed and what the successful ones do differently.