Turbo Full AST Engine: The Technical Deep Dive

v3.3.0: Turbo Console Log Reborn - Full AST Engine Revolution 🎯

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v3.1.1: Core Fixes & Pro UX Polish 🛠️

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How Turbo PRO v2 Works: Technical Overview

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v2.18.0: Thank You for the Surge — Let’s Clear the PRO Access Confusion 💫

Turbo Console Log v2.17.0: PRO Enters the Arena 🧨

Turbo Console Log v2.16.0: The Stage Is Set For Something Big ⚡️

Turbo Console Log v2.15.0: A New Chapter Begins

Turbo Console Log v2.14.0: More Stable, Sharper, and Ready for What's Next

Debugging Between Science and Art

Turbo Console Log v2.13.0: More Stable and Flourishing thanks to You!

Turbo Console Log v2.12.0: More Stable, But an Uncertain Future!

Turbo Console Log v2.11.0: A Step Forward in Debugging

Empowering Turbo Console Log: Why Your Support Matters

Turbo Console Log 2025: A Clear Path to Consistency and Growth

Introducing the New Turbo Console Log Website

The Motivation Behind Turbo Console Log

v3.3.0: Turbo Console Log Reborn - Full AST Engine Revolution 🎯

Publication Date: 22/07/2025

Author: Anas Chakroun

Anas Chakroun

4-6 minutes

Turbo v3.3.0 Full AST Engine
AST logging for all. Visual superpowers with Turbo Pro.

Detection & Insertion Engine Built from the Ground Up

All of this was achieved in a single intense sprint. The result is a complete transformation — from regex-based heuristics to a TypeScript Compiler API-powered engine that understands code structures natively.

This change brings unmatched precision, reliability, and modern syntax support, making Turbo smarter and more dependable than ever before.

By The Numbers: The Transformation

The stats say it all. We didn’t just refactor—we re-engineered the engine from scratch.

  • Repository Coverage: +86% vs 45.33% (old) • +47.4%

  • Engine LOCs: +4,400 vs 1,688 • 2.6× growth

  • Test Cases: +750 unit & integration tests

  • AST Checkers: 16 specialized code patterns covered

Coverage Comparison: Old vs New

  • Statement Coverage: 53.92% → 89.21%

  • Branch Coverage: 31.4% → 80.63%

  • Function Coverage: 42.06% → 85.24%

  • Line Coverage: 53.95% → 90.49%

Technical Deep Dive

The new engine is built on 16 specialized AST checkers. These modules offer surgical precision for different code structures — a leap forward in both architecture and reliability.

Curious about the internals? Explore the full breakdown here:

Read: Inside Turbo's AST Engine →

Supercharge Your AST Engine with Turbo Pro 🚀

Turbo Pro builds on the solid AST engine foundation and takes it further. With real-time sync, smart file-level actions, instant correction, and a native VSCode panel — Pro gives you full control over your debugging workflow.

And this is just the beginning. Upcoming features include color-coded tree views, smart hiding, log bookmarks, and more.

Turbo PRO v2 Launch
Built for power users. Debug like a pro 🚀

What’s Next: The Future is Bright ✨

This release lays the foundation for what’s coming next. We’re doubling down on strengthening the detection engine even further — while introducing a brand-new log management system that will track log messages not based on structure, but implicitly using VSCode's global storage.

Thanks for being part of the journey. The revolution just started — and it’s only going to get better from here.