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copilot

5 posts

blogengineer
06-Feb-2026

Why 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.

Tariro Mukandi
blogcto
04-Feb-2026

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.

Fatima Zahra Ghaddar
blogcto
02-Feb-2026

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.

Fatima Zahra Ghaddar
blogengineer
31-Jan-2026

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.

Fatima Zahra Ghaddar
blogcto
23-Jan-2026

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.

Ravi Kishore DSouza