[FEAT] Structured Logging & Central Log Manager

[Hrithik-ui753]

🚀 Feature Request: Structured Logging & Central Log Manager

---

🧩 Problem Statement

Currently, Execra lacks a centralized and structured logging system. Logs are inconsistent, scattered across modules, and difficult to analyze. This makes debugging, monitoring, and understanding system behavior inefficient.

There is no standard format, log levels, or unified logging interface, which reduces developer productivity and system observability.

---

💡 Proposed Solution

Introduce a Structured Logging & Central Log Manager to standardize logging across the entire application.

---

🔧 Key Features

• 📜 Central logging utility module
• 🧱 Structured logs (JSON format)
• 🏷️ Log levels (INFO, DEBUG, ERROR, WARNING)
• 🧭 Module-based logging (track source of logs)
• ⏱️ Timestamped entries for traceability

---

📌 Example Log Format

{
  "timestamp": "2026-05-21T10:30:00",
  "level": "INFO",
  "module": "trust_scorer",
  "action": "calculate_score",
  "status": "success"
}

---

🎯 Benefits

• Improves debugging and error tracking
• Enables better monitoring and observability
• Standardizes logs across modules
• Increases developer productivity
• Prepares system for future analytics/log pipelines

---

🏗️ Implementation Plan (PR Breakdown)

🥇 PR 1: Logger Utility

• Create centralized logging module (e.g., core/utils/logger.py)
• Implement structured logging format
• Add basic logging functions (info, error, debug)

---

🥈 PR 2: Integration

• Integrate logger into core modules:

  • core/intelligence/
  • core/perception/
  • core/hybrid/

• Replace existing print/debug statements

---

🥉 PR 3: Advanced Features

• Add log level filtering
• Enable configurable log levels via config
• Optional: log file output support

---

📁 Affected Modules

• core/intelligence/
• core/perception/
• core/hybrid/
• api/
• frontend/

---

🔗 Additional Context

This feature can serve as a foundation for future enhancements like log analytics, monitoring dashboards, or alerting systems.

---

🙋 Contribution

I would like to work on this feature under GSSoC and implement it in multiple phases as described.

Kindly assign this issue to me. 🚀

[Hrithik-ui753]

Hi @sahoo-tech

I would like to work on this feature under GSSoC.

I plan to implement it in phases:

1. Create a centralized logger utility
2. Integrate it across core modules
3. Add advanced features like log levels and filtering

This will improve debugging, observability, and overall developer productivity in Execra.

Kindly assign this issue to me. 🚀

[CielCerisee]

Hi @sahoo-tech! I'm a GSSoC 2026 contributor and I'd love to work on this issue. Could you please assign it to me? I'll start working on it right away once assigned. Thank you!

[sahoo-tech]

@Hrithik-ui753 please start working on it